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开发者工具

「MCP」栏目下「开发者工具」分类的已发布内容，按本站发布日期从新到旧排列。

503 条

  1. 21st-dev/Magic-MCP

    打造受21世纪顶尖设计工程师启发的精致UI组件。

    开发者工具

  2. 2ools/mcp-server

    （英文原文）Versioned projects from assistant-built work: shareable HTML previews, version comparison, delegated approvals, artifacts, work assignments and source export.

    开发者工具

  3. 3KniGHtcZ/codebeamer-mcp

    （英文原文）Codebeamer ALM: read and write work items, trackers, projects, associations, references, comments and risk management data via the REST API.

    开发者工具

  4. a-25/ios-mcp-code-quality-server

    iOS代码质量分析和测试自动化服务器。

    开发者工具

  5. aashari/mcp-server-atlassian-bitbucket

    （英文原文）Atlassian Bitbucket Cloud: work with repositories, pull requests, workspaces and code.

    开发者工具

  6. aashari/mcp-server-atlassian-confluence

    （英文原文）Atlassian Confluence Cloud: work with spaces, pages and content, with automatic ADF-to-Markdown conversion.

    开发者工具

  7. aashari/mcp-server-atlassian-jira

    （英文原文）Atlassian Jira Cloud: work with projects, issues, comments and related development information.

    开发者工具

  8. abrinsmead/mindpilot-mcp

    （英文原文）Visualize code, architecture and other concepts as Mermaid diagrams in a locally hosted web app.

    开发者工具

  9. Adityaaery20/media-mcp

    （英文原文）Local image and video processing: resize, convert, compress, crop, thumbnails, metadata extraction, rotate, flip, filters and ffmpeg-based video operations.

    开发者工具

  10. admica/FileScopeMCP

    （英文原文）Identifies important files in a codebase from dependency relationships, with diagrams and importance scores.

    开发者工具

  11. adrianczuczka/mason

    （英文原文）Generates CLAUDE.md from git history and file sampling, and keeps a concept map linking features and flows to files so agents skip repeated searches.

    开发者工具

  12. agent-easy-use/mobile-easy-use

    （英文原文）Android and iOS runtime inspection and control via Frida: method hooks, state inspection, temporary overrides, UI actions and screenshots.

    开发者工具

  13. agenticempire/axint

    （英文原文）Compiles TypeScript to validated Swift for Apple platforms: App Intents, SwiftUI views, WidgetKit widgets and full apps.

    开发者工具

  14. AgiMaulana/HuaweiAppGalleryMcp

    （英文原文）Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts.

    开发者工具

  15. ahmedak/defluff

    （英文原文）Deterministic, offline detector for filler phrases and clichés in AI-generated prose, using a curated phrase list and returning exact spans and a 0-1 score.

    开发者工具

  16. ahmedxuhri/bigindexer

    （英文原文）Hierarchical code intelligence: scans local source, clusters files by behavioral role, maps coupling seams and finds similar in-repo code for complex tasks.

    开发者工具

  17. AI-by-design/primitiv

    （英文原文）Local-first design contract layer: scans Figma, code, Storybook and token files, reconciles conflicts and serves a single source of truth for design rules.

    开发者工具

  18. aicanvas-me/aicanvas

    （英文原文）Search and fetch animated, shadcn-compatible React components, design systems and templates, with install commands, from the aicanvas registry.

    开发者工具

  19. aidemd-mcp/server

    （英文原文）Structured .aide spec files that give agents progressive disclosure of codebase architecture.

    开发者工具

  20. AIStoryHub/etincel

    （英文原文）Deterministic local audit for AI writing tells (uniform paragraphs, stock transitions) plus a trainable voice layer so drafts sound closer to a real voice.

    开发者工具

  21. aiulms/codelattice

    （英文原文）Read-only local code graph for Rust, Cangjie, ArkTS, TS/JS, C/C++, Python and Shell: call graphs, quality gates, change review and impact analysis.

    开发者工具

  22. ajitpratap0/GoSQLX

    （英文原文）SQL validation, formatting, parsing, linting, security scanning and metadata extraction across multiple SQL dialects.

    开发者工具

  23. akramIOT/MCP_AI_SOC_Sher

    （英文原文）Dynamic SOC security threat analysis for a Text2SQL AI agent.

    开发者工具

  24. aktsmm/skill-ninja-mcp-server

    （英文原文）Search, install and manage agent skills (SKILL.md files) from GitHub repositories, with workspace analysis for personalized recommendations.

    开发者工具

  25. AKzar1el/mcp-web-validator

    （英文原文）Validate HTML and CSS, audit technical SEO and accessibility, check JSON-LD and public links, and capture responsive screenshots.

    开发者工具

  26. alexbypa/github-projectpulse-mcp

    （英文原文）GitHub repository health monitoring: A-F health grades, OpenSSF security checks, DORA metrics, code scanning alerts and CI/CD status.

    开发者工具

  27. alimo7amed93/webhook-tester-mcp

    （英文原文）Create, retrieve and delete webhooks on webhook-test.com.

    开发者工具

  28. ambar/simctl-mcp

    （英文原文）Control the iOS Simulator.

    开发者工具

  29. andrewschreiber/desktopinsights-mcp

    （英文原文）Look up SDKs, frameworks and dependencies used by macOS and Windows desktop apps, search by technology adoption and compare stacks via Desktop Insights.

    开发者工具

  30. andypgray/resharper-cli-mcp

    （英文原文）ReSharper solution-wide inspections and code cleanup for C# solutions via JetBrains' command-line tools, without an IDE.

    开发者工具

  31. aos-standard/mcp-agent-health

    （英文原文）Agent health reporter: advisory health scans under AOS discipline covering manifest, services, immune loop and evidence.

    开发者工具

  32. aos-standard/mcp-blast-radius

    （英文原文）Static blast-radius extraction and an AOS manifest.json divergence check (Oracle, Permitted, Prohibited), also usable as a blocking CI gate.

    开发者工具

  33. aparajithn/agent-utils-mcp

    （英文原文）Utility tools with x402 micropayments: JSON validation, base64, hashing, UUIDs, regex testing, Markdown and datetime conversion, cron parsing and JWT decoding.

    开发者工具

  34. apatureai/bastion

    （英文原文）Design review of rendered UI for coding agents: submit a preview URL, get findings with element references and recheck after fixing.

    开发者工具

  35. api7/apisix-mcp

    支持对 Apache APISIX 网关中所有资源进行查询和管理的 MCP 服务。

    开发者工具

  36. appcreationsca/bumpguard-mcp

    （英文原文）Dependency-upgrade impact analysis for Python and .NET: which API usages break, with line numbers and fix hints, plus detection of hallucinated API calls.

    开发者工具

  37. aradar46/reuse-before-generate

    （英文原文）Checks if a project idea already exists on GitHub, npm or Python repositories and suggests maintained alternatives to extend instead of scaffolding anew.

    开发者工具

  38. ARADIA-systems/aradia-mcp-server

    （英文原文）On-premise private AI systems from ARADIA on NVIDIA DGX hardware: hardware sizing, ROI modeling, partner onboarding, procurement and order tracking.

    开发者工具

  39. ArchAI-Labs/fastmcp-sonarqube-metrics

    （英文原文）Retrieve SonarQube project information: current and historical metrics, issues and health status.

    开发者工具

  40. artmann/package-registry-mcp

    （英文原文）Search and get up-to-date information about npm, Cargo, PyPI and NuGet packages.

    开发者工具

  41. arvindand/maven-tools-mcp

    （英文原文）Maven Central dependency intelligence: bulk version comparison, stability filtering, dependency age analysis, release patterns and Context7 upgrade guidance.

    开发者工具

  42. astandrik/codex-pets

    （英文原文）Read-only registry of animated companion packs (pets) for Codex: search, preview and install community pets and generate badges and embed cards.

    开发者工具

  43. augmnt/augments-mcp-server

    （英文原文）Up-to-date framework documentation for React, Next.js, Laravel, FastAPI, Tailwind CSS and more.

    开发者工具

  44. aurumflux20/effectfence

    （英文原文）Prevents double charges and duplicate side effects from agent tool calls: concurrent races elect one winner, late duplicates replay a sealed receipt.

    开发者工具

  45. AutomateLab-tech/n8n-mcp

    （英文原文）Generate n8n workflow JSON from natural language, lint for deprecated nodes, missing typeVersion and broken connections, and debug per-node execution failures.

    开发者工具

  46. automation-ai-labs/mcp-link

    无缝集成任何 API 与 AI 代理（通过 OpenAPI 架构）.

    开发者工具

  47. Avazbek22/DevProjex

    （英文原文）Build token-efficient codebase context locally, with live preview, Git scopes, secret redaction and syntax-aware compression.

    开发者工具

  48. avisangle/jenkins-mcp-server

    （英文原文）Jenkins CI/CD: job management, build status tracking, pipeline monitoring, artifact and queue management, and batch operations.

    开发者工具

  49. axliupore/mcp-code-runner

    一个MCP服务器，用于在本地通过docker运行代码，并支持多种编程语言。

    开发者工具

  50. ayhammouda/python-docs-mcp-server

    （英文原文）Local, read-only search of the Python standard library docs with exact symbol lookup, section-level results and version-aware context.

    开发者工具

  51. azer/react-analyzer-mcp

    （英文原文）Analyze React code locally and generate docs or llm.txt for a whole project at once.

    开发者工具

  52. back1ply/agent-skill-loader

    （英文原文）Load Claude Code skills into agents without copying files: discover, read and install skills on demand.

    开发者工具

  53. baobabcat/demandscope

    （英文原文）Demand-signal scanner for validating product and dev-tool ideas using GitHub repo signals, Hacker News attention and npm/PyPI download counts.

    开发者工具

  54. bbonnin/openapi-to-mcp

    （英文原文）Converts any OpenAPI/Swagger specification into MCP tools automatically.

    开发者工具

  55. beardfaceguy/daimonos

    （英文原文）Compact structured-JSON replacements for built-in file, search, exec and git tools, with git, cargo, gh and docker plugins, output filtering and batching.

    开发者工具

  56. benswel/qr-agent-core

    （英文原文）Dynamic QR codes: create, update, track and retarget QR codes of various types without regenerating images.

    开发者工具

  57. BetterDB-inc/monitor

    （英文原文）Valkey and Redis observability: query real-time metrics, analyze slow commands, detect hot keys and investigate performance issues.

    开发者工具

  58. bgauryy/octocode-mcp

    （英文原文）Research, analysis and discovery across GitHub and npm in real time.

    开发者工具

  59. Bishop81/imagedimensions-mcp

    （英文原文）Audit images on a web page via the imagedimensions.com API: natural vs rendered dimensions, oversized-image detection and format breakdown.

    开发者工具

  60. bitrise-io/bitrise-mcp

    （英文原文）Bitrise API: app management, build operations, artifact management and more.

    开发者工具

  61. blackwell-systems/agent-lsp

    （英文原文）Stateful layer over real language servers: persistent sessions keep indexes warm, and speculative execution simulates edits in memory before writing to disk.

    开发者工具

  62. BoxBoxmari/my-pi

    （英文原文）Local-first runtime for coding agents: bounded workspace access, guarded writes, AST search, LSP navigation and diagnostics, and Git tooling.

    开发者工具

  63. bricelancasterwcp-sudo/sensorium

    （英文原文）Records Python, Rust and TypeScript program runs to local SQLite so coding agents can query call trees, exceptions and value flow.

    开发者工具

  64. Bristlecone-Logic/bristlecone-logic

    （英文原文）Deterministic execution guardrails, isolated AST-based math evaluation, SSRF-safe DNS routing and malformed JSON repair.

    开发者工具

  65. BrunoKrugel/echo-mcp

    （英文原文）Zero-configuration Go library that exposes existing Echo web framework APIs as MCP tools.

    开发者工具

  66. buildkite/buildkite-mcp-server

    （英文原文）Buildkite: create pipelines, diagnose and fix failures, trigger builds, monitor job queues and more.

    开发者工具

  67. callstackincubator/agent-device

    （英文原文）Discovery router for the agent-device CLI: status, install guidance, version-matched help and prompts for iOS, Android, tvOS, macOS and Linux automation.

    开发者工具

  68. canopy-labs/featureflip-mcp

    （英文原文）Manage Featureflip feature flags: create and toggle flags, edit targeting rules and find stale flags.

    开发者工具

  69. carldaws/squiggles

    （英文原文）Run any number of LSP servers from one YAML config for diagnostics, go-to-definition and rename, plus server-specific features like Rust macro expansion.

    开发者工具

  70. carloshpdoc/memorydetective

    （英文原文）iOS memory leak and performance investigation: reads .memgraph and .trace files, classifies retain cycles against known patterns and suggests Swift fixes.

    开发者工具

  71. cerebrixos-org/tuning-engines-cli

    （英文原文）Fine-tune open-source LLMs (Qwen, Llama, DeepSeek, Mistral, Gemma) on your data with LoRA, QLoRA or full fine-tuning, plus cost estimation and S3 export.

    开发者工具

  72. chaoz23/inkcheck

    （英文原文）CI for ink interactive-fiction stories: compiles, playtests every branch and finds runtime errors, unreachable knots and every distinct ending.

    开发者工具

  73. chrassy/klanex-mcp

    （英文原文）Async execution for agent tool calls: payload schema checks, retries and circuit breakers, idempotency keys, approval gates, replay and signed-webhook results.

    开发者工具

  74. Chunkydotdev/bldbl-mcp

    （英文原文）Buildable development platform: manage tasks, track progress, get project context and collaborate with humans on software projects.

    开发者工具

  75. CircleCI/mcp-server-circleci

    （英文原文）Fix CircleCI build failures.

    开发者工具

  76. cjo4m06/mcp-shrimp-task-manager

    一款专为编程开发设计的任务管理系统，通过先进的任务记忆、自我反思和依赖管理，增强如 Cursor AI 等编码代理的能力。

    开发者工具

  77. ckanthony/gin-mcp

    （英文原文）Zero-configuration Go library that exposes existing Gin web framework APIs as MCP tools.

    开发者工具

  78. ckreiling/mcp-server-docker

    （英文原文）Manage Docker containers, images, volumes and networks.

    开发者工具

  79. ClaudeCodeNavi/claudecodenavi-mcp

    （英文原文）Search and share Claude Code snippets, prompts, Q&A solutions, error fixes and MCP server configurations from the ClaudeCodeNavi community.

    开发者工具

  80. cocaxcode/api-testing-mcp

    （英文原文）API testing: per-project environments with variable interpolation, saved collections, multi-step flows, assertions, load testing and OpenAPI mock generation.

    开发者工具

  81. CodeLogicIncEngineering/codelogic-mcp-server

    （英文原文）CodeLogic code dependency analytics, architectural risk analysis and impact assessment.

    开发者工具

  82. Comet-ML/Opik-MCP

    使用自然语言与您的LLM可观测性、Opik捕获的追踪和监控数据进行对话。

    开发者工具

  83. conan-io/conan-mcp

    （英文原文）Conan C/C++ package manager: create projects, manage dependencies, check licenses and scan for security vulnerabilities.

    开发者工具

  84. ConfigCat/mcp-server

    （英文原文）ConfigCat feature flag platform: manage feature flags, configs, environments, products and organizations.

    开发者工具

  85. Contentrain/ai

    （英文原文）Local-first content governance: model and content CRUD, validation, normalization and i18n across any framework.

    开发者工具

  86. context-rot-detection

    （英文原文）Monitors agent context health: token utilization, context quality degradation and session fatigue, with 0-100 health scores and recovery recommendations.

    开发者工具

  87. cq27-dev/rag-rat

    （英文原文）Local repo intelligence: hybrid BM25/vector search, a tree-sitter code graph, queryable git and GitHub history, and persistent source-anchored memories.

    开发者工具

  88. cqfn/aibolit-mcp-server

    （英文原文）Identifies refactoring hotspots to help agents improve code.

    开发者工具

  89. CSCSoftware/AiDex

    （英文原文）Persistent Tree-sitter code index for precise, compact code search in languages including C#, TypeScript, Python, Rust and Go.

    开发者工具

  90. currents-dev/currents-mcp

    （英文原文）Fix Playwright test failures reported to Currents.

    开发者工具

  91. Daghis/teamcity-mcp

    （英文原文）JetBrains TeamCity: builds, tests, build agents and CI/CD pipeline management, with dev and full modes switchable at runtime.

    开发者工具

  92. dannote/figma-use

    （英文原文）Figma control: create shapes, text and components, and set styles, auto-layout, variables and exports.

    开发者工具

  93. darktw/chatpipe-mcp

    （英文原文）Publish HTML as live, shareable web pages with public, password-protected or email-restricted access.

    开发者工具

  94. davidan90/time-node-mcp

    支持时区的日期和时间操作，支持 IANA 时区、时区转换和夏令时处理。

    开发者工具

  95. davidlin2k/pox-mcp-server

    （英文原文）Network control and management via the POX SDN controller.

    开发者工具

  96. davidmosiah/delx-mcp-server

    （英文原文）Local stdio bridge to the hosted Delx Protocol MCP endpoint, with client install, doctor checks and live tool discovery.

    开发者工具

  97. deed-lang/deed

    （英文原文）Contract-first programming language: check types, effects, capabilities and contracts in agent-written modules and review changes for new authority.

    开发者工具

  98. delano/postman-mcp-server

    与 Postman API 进行交互.

    开发者工具

  99. delimit-ai/delimit

    （英文原文）API governance: detects breaking changes between OpenAPI/Swagger spec versions using configurable policy rules, with structured pass/fail verdicts.

    开发者工具

  100. deploy-mcp/deploy-mcp

    （英文原文）Deployment tracking and monitoring with live status badges.

    开发者工具

  101. DeusData/codebase-memory-mcp

    （英文原文）Indexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.

    开发者工具

  102. DigiCatalyst-Systems/dep-diff-mcp

    （英文原文）Turns npm or PyPI lockfile diffs into upgrade plans with semver classification, breaking changes, fixed CVEs, migration links and risk-ranked recommendations.

    开发者工具

  103. Disentinel/grafema

    （英文原文）Semantic code graph: indexes a codebase into a typed graph for call-chain tracing, data-flow analysis, semantic search and invariant checking.

    开发者工具

  104. docker/hub-mcp

    （英文原文）Interact with Docker Hub: repositories, search and Docker Hardened Images.

    开发者工具

  105. docweave/mcp

    （英文原文）Generate PDFs from HTML, a URL or a template with JSON data, and extract text or Markdown from PDFs.

    开发者工具

  106. dorukardahan/twitterapi-docs-mcp

    （英文原文）Offline access to TwitterAPI.io documentation: endpoint references, guides and authentication docs.

    开发者工具

  107. drhalto/agentmako

    （英文原文）Local codebase intelligence backed by SQLite: context packets, indexed code and schema facts, diagnostics and optional Postgres/Supabase awareness.

    开发者工具

  108. drumst0ck/uploadkit

    （英文原文）UploadKit's React upload components, Next.js route handler scaffolds, bring-your-own-storage setup (S3, R2, GCS, B2) and full-text docs search.

    开发者工具

  109. Dusheh/myclaw-toolkit

    （英文原文）Developer utilities: web search, exchange rates, crypto prices, QR codes, JSON formatting, UUIDs, URL tools, domain checks and RSS feeds, some paid via x402.

    开发者工具

  110. dynatrace-oss/dynatrace-managed-mcp

    （英文原文）Query problems, logs, events, SLOs, security insights and performance metrics from self-hosted Dynatrace Managed environments.

    开发者工具

  111. efremidze/swift-patterns-mcp

    （英文原文）Curated Swift and SwiftUI patterns and real-world code examples from sources like Swift by Sundell and SwiftLee.

    开发者工具

  112. ellmos-ai/ellmos-codecommander-mcp

    （英文原文）Code analysis, JSON repair, encoding fixes and import organization for local projects.

    开发者工具

  113. Eltortilla1/synapse-code-mcp

    （英文原文）Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database or embeddings.

    开发者工具

  114. emailens/mcp

    （英文原文）Lint HTML email with Emailens: rendering issues in Gmail, Outlook, Apple Mail and more, per-client CSS compatibility scores, dark mode simulation and fixes.

    开发者工具

  115. embedded-society/altium-designer-mcp

    （英文原文）Build and maintain Altium Designer component libraries: read and write .PcbLib footprints and .SchLib symbols, with IPC-7351B footprints and STEP models.

    开发者工具

  116. endiagram/mcp

    （英文原文）Deterministic structural analysis of systems described in EN syntax: topology, bottlenecks, blast radius, tracing, diffs and centrality.

    开发者工具

  117. endorhq/cli

    Endor 让您的 AI 代理在隔离沙盒中运行 MariaDB、Postgres、Redis、Memcached、Alpine 或 Valkey 等服务。

    开发者工具

  118. ericbrown/project-context-mcp

    （英文原文）Exposes .context/ folder files as MCP resources so Claude Code can reference project documentation via @ mentions.

    开发者工具

  119. ethbak/icon-composer-mcp

    （英文原文）Apple Icon Composer: create .icon bundles with Liquid Glass effects (iOS 26+), tune glass effects, set dark mode appearances and export for the App Store.

    开发者工具

  120. EtienneChollet/ontomics

    （英文原文）Semantic code index that extracts domain concepts, naming conventions and behavioral similarity from codebases.

    开发者工具

  121. etsd-tech/mcp-pointer

    （英文原文）Visual DOM element selector for coding agents: a Chrome extension and server bridge to capture page elements with Option+Click.

    开发者工具

  122. Explorer-64/imagcon-mcp

    （英文原文）Generate PWA, iOS and Android app icon sets from a text description with Google Imagen 4: all required sizes, maskable icons, splash screens and manifest.json.

    开发者工具

  123. extentos/mcp-server

    （英文原文）Build smart-glasses apps: scaffold, validate and simulate Meta smart glasses integrations (camera capture, voice, audio) in Android and iOS apps.

    开发者工具

  124. eyaltoledano/claude-task-master

    （英文原文）Task management for AI-driven development: PRD parsing, task expansion, multi-provider support and selective tool loading to save context.

    开发者工具

  125. eyaushev/swagger-testcase-mcp

    （英文原文）Generate API test cases from Swagger/OpenAPI specs (auth, validation, boundary, security and more) and export them to Gherkin, Postman, k6, pytest or TestRail.

    开发者工具

  126. fantasieleven-code/callout

    （英文原文）Multi-perspective architecture review from viewpoints like CTO, security, product and DevOps, plus AI collaboration coaching and idea scoring.

    开发者工具

  127. FI-Mihej/codebase-agent-mcp

    一个子级编排器(同时充当 MCP 服务器和 MCP 客户端)。

    开发者工具

  128. flipt-io/mcp-server-flipt

    （英文原文）Interact with feature flags in Flipt.

    开发者工具

  129. flytohub/flyto-core

    （英文原文）Deterministic agent execution engine (browser, file, Docker, data, crypto, scheduling modules) with execution traces, evidence snapshots and step replay.

    开发者工具

  130. ForeverTools/kiprio-mcp

    （英文原文）Utility APIs: email validation, DNS lookup, WHOIS, SSL certificate inspection, IBAN validation, business day calculation, hashing and GPU prices.

    开发者工具

  131. forgemeshlabs/aso-audit-mcp

    （英文原文）Audits website and API agent readiness: robots.txt AI rules, llms.txt, agent cards, MCP server cards and OAuth metadata, with maturity scores and fix plans.

    开发者工具

  132. freema/mcp-design-system-extractor

    从 Storybook 设计系统中提取组件信息。

    开发者工具

  133. gavelcode/gavel

    （英文原文）Code-quality gate for Bazel monorepos: runs lint, coverage and architecture checks from the build graph and returns a pass/fail verdict.

    开发者工具

  134. gba3124/anyhook-mcp

    （英文原文）Create live webhook endpoints and read back the deliveries they receive; endpoints keep working after the session ends.

    开发者工具

  135. GeiserX/atlassian-browser-mcp

    （英文原文）Wraps mcp-atlassian with Playwright SSO login to reach Atlassian Server/Data Center behind corporate SSO (Okta, SAML, ADFS) where API tokens are unavailable.

    开发者工具

  136. GeiserX/lynxprompt-mcp

    （英文原文）LynxPrompt prompt management: create, search and organize AI prompts and AGENTS.md/CLAUDE.md configuration files.

    开发者工具

  137. get-tmonier/argot

    （英文原文）Checks agent-written code against the repo's git-history patterns, flagging foreign dependencies, reinvented functions, misplaced code and gamed tests.

    开发者工具

  138. getmockd/mockd

    （英文原文）Mock HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE and SOAP APIs with chaos engineering, stateful CRUD, spec imports and deterministic seeded responses.

    开发者工具

  139. getnahook/nahook-mcp

    （英文原文）Nahook webhook platform: trigger webhooks, inspect deliveries, retry failures and manage endpoints.

    开发者工具

  140. gitkraken/gk-cli

    一個用於與 GitKraken API 互動的命令列工具（CLI）。

    开发者工具

  141. GLips/Figma-Context-MCP

    为编码代理提供直接访问Figma数据的权限，助力其一次性完成设计实现。

    开发者工具

  142. gofireflyio/firefly-mcp

    集成、发现、管理并通过Firefly规范化云资源。

    开发者工具

  143. gorosun/unified-diff-mcp

    （英文原文）Generate and visualize unified diffs as HTML or PNG, with side-by-side and line-by-line views for filesystem dry runs.

    开发者工具

  144. Govcraft/rust-docs-mcp-server

    （英文原文）Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization.

    开发者工具

  145. grahamrowe82/pt-edge

    （英文原文）Tracks open-source AI projects across GitHub, PyPI, npm, Hugging Face, Docker Hub and Hacker News for discovery, comparison and trend analysis.

    开发者工具

  146. graphpilot-oss/graphpilot

    （英文原文）Structural memory for coding agents: indexes TypeScript/JavaScript repos for callers, callees, symbol locations and branch-aware blast-radius impact.

    开发者工具

  147. gridhra/port-keeper-mcp

    本地开发端口台账：为项目的每份工作副本（clone 或 git worktree）租借一段端口，写出 `.env` 文件，并把服务名解析为 URL，让并行运行的编码 agent 各有各的端口。

    开发者工具

  148. gridproof/gridproof

    （英文原文）Renders a frontend with Playwright and audits spacing, gaps and element sizes against a design scale, returning fix hints.

    开发者工具

  149. gvasile29/qai-consultant

    （英文原文）Local retrieval over ISTQB, OWASP, IEEE, ISO and EU AI Act QA standards, plus QA effort estimation, QA document review and JUnit/CSV flakiness analysis.

    开发者工具

  150. h-kazuki-pixel/layout-doctor-mcp

    （英文原文）Renders HTML in a headless browser and detects layout defects (text overlap, element overflow, leftover placeholders) without baseline images.

    开发者工具

  151. HainanZhao/mcp-gitlab-jira

    GitLab 和 Jira 的统一 MCP 服务器：通过 AI 代理管理项目、合并请求、文件、发布和工单。

    开发者工具

  152. HakashiKatake/docorbit

    （英文原文）Version-aware docs for coding agents: finds llms.txt, OpenAPI and skill specs, resolves dependency versions, detects pitfalls and verifies code.

    开发者工具

  153. halloffame12/CTX

    （英文原文）Indexes a repo into a local, deterministic code graph (symbols, references, dependencies) with semantic diffs and impact analysis.

    开发者工具

  154. haris-musa/excel-mcp-server

    一个Excel操作服务器，提供工作簿创建、数据操作、格式设置及高级功能（图表、数据透视表、公式）。

    开发者工具

  155. HarperZ9/telos

    （英文原文）Project Telos local tools for inspectable AI work: source intake, workspace context, routing ledgers, action receipts and verification packets.

    开发者工具

  156. hechtcarmel/jetbrains-debugger-mcp-plugin

    （英文原文）JetBrains IDE plugin giving coding agents programmatic control of the debugger.

    开发者工具

  157. hechtcarmel/jetbrains-index-mcp-plugin

    （英文原文）JetBrains IDE plugin exposing indexing and refactoring features: rename, safe delete, find references, call and type hierarchy, diagnostics and more.

    开发者工具

  158. hernaninverso/eleata-verify-mcp

    （英文原文）Hallucination guard: verify a claim against evidence (supported, refuted or not enough evidence) with a confidence score and abstain flag.

    开发者工具

  159. hidai25/eval-view

    （英文原文）Regression testing for AI agents: save golden baselines, detect behavioral drift and block regressions in CI.

    开发者工具

  160. higress-group/higress-ops-mcp-server

    支持对 Higress 网关进行全面的配置和管理。

    开发者工具

  161. hijaz/postmancer

    （英文原文）Maintain and use API collections, replacing REST clients like Postman or Insomnia.

    开发者工具

  162. hikmahtech/drwhome

    （英文原文）Developer utilities: Base64 and URL encoding, JWT decoding, DNS lookup, UUID generation, JSON formatting, User-Agent parsing and IP lookup.

    开发者工具

  163. hivemindunit/llmintel-mcp

    （英文原文）Check whether an LLM model ID is deprecated, retiring or retired, and what to migrate to, across OpenAI, Anthropic, Azure, Bedrock, Google and Cohere.

    开发者工具

  164. hloiseaufcms/mcp-gopls

    （英文原文）Go code analysis via gopls, the Go language server.

    开发者工具

  165. hoklims/stacksfinder-mcp

    （英文原文）Deterministic tech stack recommendations scored on six dimensions: analyze and compare technologies and get stack suggestions for any project type.

    开发者工具

  166. homespunapps/homespun

    （英文原文）Deploy and operate multi-user web apps: magic-link sign-in, a shared realtime database, per-role permissions, email notifications and file uploads.

    开发者工具

  167. hungthai1401/bruno-mcp

    （英文原文）Interact with the Bruno API client.

    开发者工具

  168. hyperb1iss/droidmind

    通过MCP利用AI控制安卓设备，实现设备操控、调试、系统分析及UI自动化，并配备全面的安全框架。

    开发者工具

  169. Hyperiux-Immersion-Labs/hyperiux-components

    （英文原文）Browse and search Hyperiux Vault React/Next.js animation and interaction effects, with dependencies, changelogs, install commands and source code.

    开发者工具

  170. icohangar-ops/codesentinel

    （英文原文）Detect dead code, circular dependencies, coupling and architectural drift.

    开发者工具

  171. idosal/git-mcp

    （英文原文）Generic remote server that provides documentation for any GitHub repository or project.

    开发者工具

  172. ieranama/discomcp

    （英文原文）Profiles how you use any MCP server into a reusable, read-only skill: workflows, call chains and each tool's safety class.

    开发者工具

  173. IgorGanapolsky/ThumbGate

    （英文原文）Turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks, stopping coding agents from repeating mistakes.

    开发者工具

  174. igorolv/sonar-mcp-server

    （英文原文）quality and maintenance score on Glama](https://glama.ai/mcp/servers/igorolv/sonar-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/igorolv/sonar-mcp-server) ☕ 🏠 🍎 🪟 🐧 - Read-only access to self-hosted SonarQube Community Build: issues, security hotspots, rules and code snippets so an agent can fix findings locally.

    开发者工具

  175. iksnerd/adb-mcp

    （英文原文）Drive Android emulators and devices over adb: screenshots, UI inspection, tap/swipe/type, app lifecycle, logcat, screen recording and Gradle builds and tests.

    开发者工具

  176. ILoveMyJay/repocontext

    （英文原文）AST-based codebase map, token compression and context packaging for AI coding agents and IDEs.

    开发者工具

  177. imatza-rh/mcp-zuul

    （英文原文）Zuul CI: build failure analysis, log search, pipeline status and job configuration.

    开发者工具

  178. impossiblecode/overseer-nvim-mcp

    （英文原文）Runs long-running commands a coding agent starts in Neovim (dev servers, watchers) as overseer.nvim tasks you can watch and stop from your task list.

    开发者工具

  179. imqueue/mcp

    （英文原文）Search @imqueue docs, scaffold typed services and clients, access the CLI and manage your service fleet.

    开发者工具

  180. InditexTech/mcp-server-simulator-ios-idb

    （英文原文）Interact with iOS simulators (iPhone, iPad and more) through natural language commands.

    开发者工具

  181. infino-ai/code-context

    （英文原文）Local code search for coding agents: hybrid keyword and semantic search with SQL relevance ranking over a plain-file index.

    开发者工具

  182. InhiblabCore/mcp-image-compression

    用于本地压缩各种图片格式的 MCP 服务器。

    开发者工具

  183. InsForge/insforge-mcp

    （英文原文）Backend-as-a-service for agents building full-stack apps: auth, PostgreSQL database, storage and functions.

    开发者工具

  184. io.github.hoainho/podium-mcp

    （英文原文）Mobile E2E testing on macOS: iOS Simulator control, native UI automation, Maestro flows, React Native debugging and WebView DOM inspection.

    开发者工具

  185. ios-simulator-mcp

    用于与 iOS 模拟器交互的模型上下文协议 (MCP) 服务器。

    开发者工具

  186. isaacphi/mcp-language-server

    （英文原文）Navigate codebases with language server tools: go to definition, find references, rename and diagnostics.

    开发者工具

  187. IvanAmador/vercel-ai-docs-mcp

    （英文原文）AI-powered search and querying of the Vercel AI SDK documentation.

    开发者工具

  188. Ivy-Innovation/cubelife

    （英文原文）Persistent pixel-art characters that reflect an agent's state in real time: report work state, mark tasks complete, signal errors and check status.

    开发者工具

  189. iyashjayesh/tokenchit

    （英文原文）Reads local Claude Code, Codex and OpenCode usage logs: token totals, daily and hourly activity, per-agent and per-model breakdowns and a year-in-review recap.

    开发者工具

  190. izzzzzi/codewiki-mcp

    （英文原文）Search repos, fetch AI-generated wiki docs and ask questions about any open-source repository via codewiki.google.

    开发者工具

  191. j4c0bs/mcp-server-sql-analyzer

    基于 SQLGlot 的 MCP 服务器，提供 SQL 分析、代码检查和方言转换功能.

    开发者工具

  192. jaggernaut007/Nexus-MCP

    （英文原文）Local hybrid code search (vector, BM25 and code graph) with structural code graph analysis and persistent semantic memory.

    开发者工具

  193. jaimenbell/mcp-factory

    （英文原文）Manifest-driven MCP server scaffolder: generate MCP servers from YAML manifests, with batch registration and a live routing hub.

    开发者工具

  194. Jambozx/onlinecybertools-mcp-server

    （英文原文）Developer and security utilities via the onlinecybertools.com API: encoding, hashing, JWT decoding, regex testing, formatters, network diagnostics and OSINT.

    开发者工具

  195. James-Chahwan/repo-graph

    （英文原文）Structural codebase graph: scans entities, relationships and feature flows across languages so LLMs navigate by structure instead of grepping.

    开发者工具

  196. JamesANZ/system-prompts-mcp-server

    将大量编码助手的系统提示提供为 MCP 工具，支持模型感知推荐与人格激活，可模拟 Cursor、Devin 等代理。

    开发者工具

  197. janaraj/tnl

    （英文原文）TNL (Typed Natural Language): per-feature English contracts that coding agents can look up, propose edits to and verify implementations against.

    开发者工具

  198. janreges/ai-distiller-mcp

    （英文原文）Extracts essential code structure from large codebases into an AI-digestible format so agents write code that correctly uses existing APIs.

    开发者工具

  199. Jarroslav/agentic-os

    （英文原文）Read-only access to the agentic-os governance, SDLC and QE methodology, with install planning and verification.

    开发者工具

  200. jarvisassistantux/loopsense

    （英文原文）Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.

    开发者工具

  201. jasonjmcghee/claude-debugs-for-you

    一个MCP服务器及VS Code扩展，支持通过断点和表达式评估实现（语言无关的）自动调试。

    开发者工具

  202. jawdat6/fixgraph-mcp

    （英文原文）Search and contribute to a community-verified knowledge base of engineering issues and fixes, with trust scores and fix verification.

    开发者工具

  203. jcooley8/pincushion-plugin

    （英文原文）Visual feedback for coding agents: stakeholders drop pins on a live app, and the agent reads each pin's selector, screenshot, DOM snippet and thread to fix it.

    开发者工具

  204. JeanFrancoisGagne/crapkit

    （英文原文）Read-only per-function CRAP scores (complexity and coverage) that point to the worst function to fix next, with uncovered lines and near-duplicates.

    开发者工具

  205. jetbrains/mcpProxy

    连接到 JetBrains IDE.

    开发者工具

  206. jiezeng2004-design/PatchWarden

    （英文原文）Local-first safety and verification layer for coding agents: workspace confinement, command allowlists, scope-violation detection and auditable task evidence.

    开发者工具

  207. Jktfe/serveMyAPI

    一个个人MCP（模型上下文协议）服务器，用于通过macOS钥匙串安全存储和跨项目访问API密钥。

    开发者工具

  208. jmshinhwa/readystack-mcp

    （英文原文）Regulation and deadline linters for EU CRA, DORA, NIS2, the EU AI Act, PCI DSS, WCAG, e-invoicing and more, reporting file, line and fix for each finding.

    开发者工具

  209. joaoh82/rustunnel

    （英文原文）Create and manage public HTTP, TCP and UDP tunnels to local services with custom subdomains, regions and load-balanced pools, managed cloud or self-hosted.

    开发者工具

  210. JoeGlenn1213/ActionD

    （英文原文）Local CI/CD for agents: runs jobs on LGH git events in isolated checkouts, with failure diagnosis, approval gates, auto-rollback and a web console.

    开发者工具

  211. jonradoff/lightcms

    （英文原文）CMS managed via natural language: publish content and manage templates, assets, themes, redirects and multi-site forks, with versioning and semantic search.

    开发者工具

  212. jordandalton/restcsv-mcp-server

    （英文原文）Access CSV files via RestCSV.

    开发者工具

  213. joshuarileydev/simulator-mcp-server

    用于控制 iOS 模拟器的 MCP 服务器.

    开发者工具

  214. Jott2121/agent-gate

    （英文原文）Lets agents gate their own work: a fail-closed ship checklist, independent refute-first review and a tamper-evident, hash-chained receipts ledger.

    开发者工具

  215. Jpisnice/shadcn-ui-mcp-server

    （英文原文）Access shadcn/ui v4 components, blocks, demos and metadata.

    开发者工具

  216. jsdelivr/globalping-mcp-server

    （英文原文）Run ping, traceroute, mtr, HTTP and DNS measurements from locations around the world via Globalping.

    开发者工具

  217. JSungMin/vs-token-safer

    （英文原文）Routes code search through language-server indexes (clangd, Roslyn, tsserver, pyright) instead of grep, plus symbol-level edits and git/p4 output compaction.

    开发者工具

  218. jubstaaa/hono-telescope

    （英文原文）Read-only debugging for Hono apps: recent exceptions with their requests, logs and queries, requests filtered by status or duration, and the slowest queries.

    开发者工具

  219. julianbei/arno

    （英文原文）IDE for agents: read code by symbol, edit with compiler diagnostics, validate with the project's own build and tests, and revert to checkpoints.

    开发者工具

  220. Jungle-Grid/mcp-server

    （英文原文）Estimate, submit, monitor and fetch logs for GPU inference, training, fine-tuning and batch workloads on Jungle Grid.

    开发者工具

  221. kadykov/mcp-openapi-schema-explorer

    （英文原文）Token-efficient access to OpenAPI/Swagger specs via MCP Resources.

    开发者工具

  222. KallistoX/mcp-unifi-applications

    （英文原文）Query UniFi API docs (Network, Protect, Site Manager and more): endpoint search, field-level schemas and code examples.

    开发者工具

  223. kao273183/mk-qa-master

    （英文原文）End-to-end QA loop: analyzes web pages or mobile screens, generates and runs pytest or Maestro tests with auto-retry, and writes an optimization plan.

    开发者工具

  224. Kapeli/dash-mcp-server

    Dash 的 MCP 服务器，macOS API 文档浏览器。

    开发者工具

  225. Karzone/TestAtlas

    （英文原文）Maps a .NET Reqnroll/SpecFlow test-automation solution into a queryable SQLite file to search step definitions, check change impact and avoid duplicate code.

    开发者工具

  226. kenneives/design-token-bridge-mcp

    （英文原文）Translates design tokens from Tailwind, CSS, Figma or W3C DTCG into Material 3, SwiftUI, Tailwind config and CSS variables, with WCAG contrast validation.

    开发者工具

  227. kensaurus/mushi-mushi

    （英文原文）Bug-report triage and fix dispatch: plain-English diagnoses of user-reported bugs with evidence, blast radius and a fix prompt, then automated GitHub fix PRs.

    开发者工具

  228. kerbelp/metatron

    （英文原文）Self-hosted server that captures design patterns, conventions and decisions from git history and developer feedback and serves them to coding agents.

    开发者工具

  229. kestiny18/spring-nacos-mcp

    （英文原文）Read-only Nacos config and service discovery for Spring Cloud repos: finds environments from application/bootstrap files and diffs config keys across them.

    开发者工具

  230. kevinswint/xcode-studio-mcp

    （英文原文）iOS development tools: build, run, screenshot and interact with the iOS Simulator.

    开发者工具

  231. kimwwk/repocrunch

    （英文原文）Analyze GitHub repositories' tech stack, dependencies, architecture, health metrics and security indicators with deterministic JSON output.

    开发者工具

  232. kindly-software/kdb

    （英文原文）Time-travel debugger with bidirectional execution replay, hash-chain audit logging and SIMD-accelerated stack unwinding.

    开发者工具

  233. knewstimek/agent-tool

    （英文原文）Encoding-aware file read/edit for coding agents with indentation conversion and .editorconfig support, plus SSH, SFTP, process management and system utilities.

    开发者工具

  234. KryptosAI/mcp-observatory

    （英文原文）Regression testing for MCP servers: discovers configured servers, checks capabilities, invokes tools, detects schema drift and recommends new servers.

    开发者工具

  235. kucherenko/jscpd

    （英文原文）Duplicate code detection with jscpd: check snippets and files for copy/paste duplication against a scanned project before committing.

    开发者工具

  236. KyaniteLabs/checkyourself

    （英文原文）Local launch-readiness audit for AI-built apps: read-only checks, an evidence-based 0-100 score and guided fixes.

    开发者工具

  237. kyisaiah47/compound-mcp

    （英文原文）Read-only lookups for facts newer than a model's training cutoff: AI model costs, dependency maintenance, SaaS stack costs, shadcn registry items and more.

    开发者工具

  238. kyle641320/true-memory-fragments

    （英文原文）Checks source-context freshness against a Git working tree and retrieves source-linked code relationships to surface stale knowledge and cross-file impact.

    开发者工具

  239. LadislavSopko/mcp-ai-server-visual-studio

    （英文原文）Roslyn-based Visual Studio integration: semantic code navigation, symbol search, inheritance trees, call graphs, safe rename and build/test execution.

    开发者工具

  240. lamemind/mcp-server-multiverse

    一种中间件服务器，允许多个相同MCP服务器的隔离实例以独立的命名空间和配置共存。

    开发者工具

  241. langfuse/mcp-server-langfuse

    （英文原文）Access and manage LLM application prompts created with Langfuse Prompt Management.

    开发者工具

  242. laszlopere/mcp-abacus

    （英文原文）Offline calculator that evaluates expressions in fixed-point, IEEE-754 double or exact rational arithmetic, labelling each answer exact or inexact.

    开发者工具

  243. linuxsuren/atest-mcp-server

    （英文原文）Manage API test suites and test cases with atest.

    开发者工具

  244. linw1995/nvim-mcp

    （英文原文）Interact with Neovim.

    开发者工具

  245. lisamaraventano-spine/mcp-server

    （英文原文）Underground Cultural District: developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron), creative tools and a marketplace of digital goods.

    开发者工具

  246. logisky/logisheets-mcp

    面向智能体的真正 Excel 兼容电子表格引擎，基于 LogiSheets（Rust 编写，通过 WASM 运行）。

    开发者工具

  247. lorenzo-cambiaghi/LynxMCP

    （英文原文）Local semantic code search with AST-aware chunking, hybrid BM25 and dense retrieval, and a code knowledge graph over codebases, docs sites and PDFs.

    开发者工具

  248. louis030195/gptzero-mcp

    （英文原文）Detect AI-generated text via the GPTZero API, with confidence scores, probability breakdowns and French and Spanish support.

    开发者工具

  249. lpigeon/ros-mcp-server

    ROS MCP服务器通过将用户的自然语言指令转换为ROS或ROS2控制指令，以支持机器人的控制。

    开发者工具

  250. lpigeon/unitree-go2-mcp-server

    Unitree Go2 MCP服务器是一个基于MCP构建的服务器，允许用户通过由大语言模型解释的自然语言指令来控制Unitree Go2机器人。

    开发者工具

  251. LucasGorgal/localfig

    （英文原文）Exposes the Figma desktop app's Plugin API on the open file: inline renders, design token reading and one undo step per call, without the cloud API.

    开发者工具

  252. LumabyteCo/clarifyprompt-mcp

    （英文原文）Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.

    开发者工具

  253. Luqueee/kivgraph

    （英文原文）Local code graph for coding agents: find code by intent, follow callers and references, inspect blast radius and trace dependencies across repositories.

    开发者工具

  254. LWTlong/ai-dev-analytics

    （英文原文）Observability for AI coding: tracks token usage and time, and turns AI deviations into persistent project rules.

    开发者工具

  255. m00nreport/mcp-server

    （英文原文）Test management: author manual test cases, run executions, cut releases and link automated tests, with prompts for flaky-test triage and release readiness.

    开发者工具

  256. machinegrade/validate

    （英文原文）Deterministic validation of AI-generated artifacts: JSON Schema and OpenAPI response conformance and per-dialect SQL syntax, with typed verdicts and fix hints.

    开发者工具

  257. madhan-g-p/DevDocs-MCP

    （英文原文）Version-pinned, offline documentation sourced from DevDocs.io.

    开发者工具

  258. magna-nz/aspnetcore-debugger-mcp

    （英文原文）Interactive .NET/ASP.NET Core debugging via netcoredbg: breakpoints, stepping, thread inspection, exception and deadlock analysis, and request tracing.

    开发者工具

  259. mambalabsdev/mcp-domain-deliverability-checker

    （英文原文）Audit a domain's email deliverability (SPF, DKIM, DMARC, MX, blacklists, catch-all, domain age) and get a health score via an Apify actor.

    开发者工具

  260. MarcelRoozekrans/memorylens-mcp

    （英文原文）On-demand .NET memory profiling with JetBrains dotMemory: detects memory leaks, LOH fragmentation and anti-patterns, and suggests code fixes.

    开发者工具

  261. MarcelRoozekrans/roslyn-codelens-mcp

    （英文原文）Roslyn-based .NET code intelligence: type hierarchies, call graphs, DI registrations, diagnostics, code fixes and complexity metrics from pre-built indexes.

    开发者工具

  262. marin1321/mcp-devtools

    （英文原文）Scoped access to local dev environments (filesystem, databases, processes, OpenAPI) with a command allowlist and read-only database mode.

    开发者工具

  263. martingeidobler/android-mcp-server

    （英文原文）Android device control via ADB: screenshots, UI tree inspection, touch automation, logcat and compound actions like tap-and-wait.

    开发者工具

  264. masondelan/selvedge

    （英文原文）Change tracking for codebases: agents log structured change events with diff and reasoning, then query them via diff, blame, history and search.

    开发者工具

  265. MasterPlayspots/motionspec

    （英文原文）Reduced-motion and WCAG 2.2.2/2.3.3 verification for web animation: validate animation specs and compile them into reduced-motion-safe CSS.

    开发者工具

  266. mattjegan/swarmia-mcp

    （英文原文）Read-only access to Swarmia metrics for quick reporting.

    开发者工具

  267. mcpware/pagecast

    （英文原文）Record browser pages as GIF or video: AI-driven demo recordings with scroll, click and hover interactions via Playwright and ffmpeg.

    开发者工具

  268. mcpware/ui-annotator-mcp

    （英文原文）Annotates any web page with hover labels for AI assistants via reverse proxy injection, without browser extensions.

    开发者工具

  269. mcurmi05/vdiff

    （英文原文）Breaking-change diffs for npm packages, so coding agents avoid writing code against outdated APIs.

    开发者工具

  270. meanands/npm-package-docs-mcp

    （英文原文）Up-to-date documentation for npm packages, fetched from the latest README in the package's GitHub repository.

    开发者工具

  271. metabolism-tools/workspace-metabolism

    （英文原文）Policy layer for multi-agent workspaces: a JSON file sets what each path is worth, agents dry-run cleanup plans, and actions land in a hash-chained journal.

    开发者工具

  272. MGM-FALCON/quelllm-mcp

    （英文原文）Search the quelllm.fr open-weights LLM catalog: compare models by parameters, VRAM per quantization, speed and license, and estimate VRAM and costs.

    开发者工具

  273. mhmzdev/Figma-Flutter-MCP

    为编码代理提供直接访问Figma数据的权限，帮助他们编写Flutter代码来构建应用程序，包括资源导出、组件维护和全屏实现。

    开发者工具

  274. Mibayy/token-savior

    （英文原文）Structural code intelligence: navigate and edit code by symbol, with dependency graphs, call chains, dead code detection and structural diffs.

    开发者工具

  275. Michael-WhiteCapData/ollama-handoff

    （英文原文）Offload summaries, drafts, extractions and first-pass code reviews from a cloud LLM agent to a local Ollama model via handoff tools with built-in prompts.

    开发者工具

  276. microservices-sh/mcp

    （英文原文）Inspect microservices.sh Cloudflare-native modules and templates, generate app plans and projects, run checks and trigger confirmation-gated preview deploys.

    开发者工具

  277. MikeRecognex/mcp-codebase-index

    （英文原文）Structural codebase indexer for querying functions, classes, imports, dependency graphs and change impact.

    开发者工具

  278. MikhailHal/ariadne

    （英文原文）Affected-test selection for Kotlin/Android projects: finds the unit tests impacted by working-tree changes via function-level static analysis.

    开发者工具

  279. mikusnuz/app-publish-mcp

    （英文原文）App Store Connect and Google Play Console: iOS and Android app management, TestFlight, builds, submissions, prices and sales reports.

    开发者工具

  280. mikusnuz/cws-mcp

    （英文原文）Chrome Web Store extension management: upload, publish, check status, staged rollouts and metadata updates.

    开发者工具

  281. mikusnuz/npm-mcp

    （英文原文）npm package management: publish, version, search, audit, install and more.

    开发者工具

  282. minipuft/claude-prompts-mcp

    （英文原文）Reusable prompt templates with multi-step chains, quality gates and reasoning frameworks, exportable as native skills for coding agents.

    开发者工具

  283. mithun4elp/briefkit-mcp-server

    （英文原文）Generate SaaS specifications for AI build tools: design systems, database schemas and RLS policies.

    开发者工具

  284. mmorris35/devplan-mcp-server

    （英文原文）Generate step-by-step development plans (PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, CLAUDE.md) using the ClaudeCode-DevPlanBuilder methodology.

    开发者工具

  285. MnemeHQ/mneme

    （英文原文）Architectural decision governance for coding agents: submit proposals and query canonical decisions and their lineage, while humans keep final authority.

    开发者工具

  286. mobile-next/mobile-mcp

    （英文原文）Android and iOS app and device automation, development and app scraping on simulators, emulators and physical devices.

    开发者工具

  287. MobileReality/mdma

    （英文原文）Exposes the MDMA spec (interactive Markdown applications with mounted components), authoring prompts, package metadata and live docs.

    开发者工具

  288. mockherodev/mcp-server

    （英文原文）Synthetic test data generation: detect schemas from SQL or JSON and generate JSON, CSV or SQL data.

    开发者工具

  289. modus-agendi/managed-agent-control-mcp

    （英文原文）Control Claude Managed Agents: launch agents, watch their events, reply, approve tool calls and stop them.

    开发者工具

  290. Mogacode-ma/elementor-mcp-agent

    （英文原文）Multi-site WordPress Elementor management: safe edits with backup and auto-rollback, template export/import, bulk find/replace, CSS flush and screenshots.

    开发者工具

  291. motock/fagan

    （英文原文）Autonomous coding pipeline: a frontier model plans and reviews, a local model implements under TDD, and a merge gate re-runs the suite on the rebased branch.

    开发者工具

  292. mrexodia/user-feedback-mcp

    （英文原文）Enable a human-in-the-loop feedback workflow in AI coding tools.

    开发者工具

  293. ms-methos/jsonfabrica-mcp-server

    （英文原文）Generate realistic, schema-conformant JSON test data (single documents or relational batches) from reusable templates via the JsonFabrica API.

    开发者工具

  294. mshegolev/jaeger-mcp

    （英文原文）Query Jaeger distributed tracing: list services and operations, search and fetch traces, and view service dependencies.

    开发者工具

  295. Muhammed-AbdelGhany/rest_api_mcp

    （英文原文）Authenticated calls to any REST API: auto-login, token caching, 2FA/OTP support, Swagger spec fetching and fuzzy endpoint search.

    开发者工具

  296. muhannad-hash/git-context-mcp

    （英文原文）Explains why code exists by tracing lines back to commits, GitHub PR descriptions and linked issues, plus file history, commit search and contributors.

    开发者工具

  297. mumez/pharo-smalltalk-interop-mcp-server

    （英文原文）Pharo Smalltalk integration: code evaluation, class and method introspection, package management, test execution and project installation in Pharo images.

    开发者工具

  298. musepy/genable

    （英文原文）Build and edit Figma designs: JSX-like tree creation, variables and tokens, components, cross-page navigation and screenshot-based visual verification.

    开发者工具

  299. muvon/octocode

    （英文原文）Semantic code indexer with a GraphRAG knowledge graph: index a codebase and search it in natural language to understand its architecture.

    开发者工具

  300. mvtandas/wp-cli-mcp

    （英文原文）WordPress management via WP-CLI, locally or over SSH: themes, plugins, posts, menus, users, database, scaffolding and cache.

    开发者工具

  301. n8daniels/RulesetMCP

    （英文原文）Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled rule files.

    开发者工具

  302. Nagarjuna2997/ios-agent-skill

    （英文原文）Swift code reviews, local Apple references and app scaffolding, plus simulator tools on macOS with Xcode.

    开发者工具

  303. najaeda/naja-scope

    （英文原文）Explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) with najaeda: trace fan-in/fan-out, walk module hierarchy and jump to source.

    开发者工具

  304. narumiruna/gitingest-mcp

    （英文原文）Convert any Git repository into a text digest of its codebase using gitingest.

    开发者工具

  305. naveenayalla1-CS50/mcp-server-toolkit

    （英文原文）Developer toolkit: semantic code search, natural-language database queries, docs indexing and OpenAPI introspection.

    开发者工具

  306. NavinAgrawal/mcp-broker

    （英文原文）Local MCP broker exposing one client entry that routes to many upstream MCP servers, with profile gates, lifecycle management and mutating-tool allowlists.

    开发者工具

  307. NazarKalytiuk/tarn

    （英文原文）API testing tool with YAML tests and structured JSON failures agents can act on: run, validate, inspect, rerun failed tests and get fix plans.

    开发者工具

  308. Neem2004/android-mcp-server

    （英文原文）ADB-based Android access: read-only logcat, UI hierarchy, package listing and allowlisted shell commands.

    开发者工具

  309. neilberkman/editorconfig_mcp

    （英文原文）Formats files using .editorconfig rules so AI-generated code follows project formatting standards.

    开发者工具

  310. Neo1228/spring-boot-starter-swagger-mcp

    （英文原文）Turn a Spring Boot application into an MCP server by reusing its existing Swagger/OpenAPI documentation.

    开发者工具

  311. Neverlow512/agent-droid-bridge

    （英文原文）Control Android devices and emulators via ADB: UI inspection, screen interaction, ADB commands and change detection.

    开发者工具

  312. ni-c/woodpecker-ci-mcp

    （英文原文）Drive a self-hosted Woodpecker CI: read failing step logs, restart, cancel or approve pipelines, and manage secrets, registries, crons, agents and the queue.

    开发者工具

  313. nikolai-vysotskyi/trace-mcp

    （英文原文）Framework-aware code intelligence via a cross-language dependency graph: routes, ORM relations, DI trees, impact analysis, call graphs and refactoring.

    开发者工具

  314. nipun-arora/wordpress-mcp-agent-bridge

    （英文原文）WordPress plugin exposing Rank Math SEO fields, JSON-LD schema and restorable content snapshots as MCP tools, plus an additive-only write gate and audit log.

    开发者工具

  315. Nishant-Chaudhary5338/mcp-code-indexer

    （英文原文）Index TypeScript/React repos into a code graph: who-renders and who-calls queries, blast radius, dependency cycles, dead code and symbol signatures.

    开发者工具

  316. Nishant-Chaudhary5338/mcp-toolkit

    （英文原文）React/TypeScript development toolkit: component scaffolding, dependency audits, WCAG checks, test generation, type enforcement and monorepo management.

    开发者工具

  317. nk3750/jitapi

    （英文原文）Discover and call API endpoints from OpenAPI specs using semantic search and dependency graphs, planning multi-step workflows without loading entire specs.

    开发者工具

  318. no-materials/hird

    （英文原文）Query the Hirð compiler (typed actors on the BEAM): type inference, definition lookup, effect rows, IR fragments, actor protocols and supervision graphs.

    开发者工具

  319. noisy/noisy-coding

    （英文原文）Voice interface for Claude Code: live speech-to-text with turn-taking, spoken replies with xAI Grok voices, per-subagent voice personas and a real-time HUD.

    开发者工具

  320. nomadop/session-watcher

    （英文原文）Monitors coding-agent token cache using inventory theory (EOQ) and signals optimal session restart timing via a live dashboard and terminal status line.

    开发者工具

  321. notasandy/mcp-code-sanitizer

    （英文原文）Code review via Groq: finds bugs, vulnerabilities and SQL injections, compares and explains code, generates tests and HTML reports.

    开发者工具

  322. oddunits/pntr-cli

    （英文原文）Register PNTR dev subdomains, manage DNS records, receive email in a disposable inbox and capture inbound HTTP requests for webhook debugging.

    开发者工具

  323. Odrin/rhizome-mcp

    （英文原文）Local-first task tracking and coordination for coding agents: durable issues, leases, checkpoints, decisions, dependency graphs and review workflows.

    开发者工具

  324. ofershap/cursor-usage

    （英文原文）AI coding usage analytics: track spend, model usage and costs across Cursor and Claude Code sessions.

    开发者工具

  325. ofershap/mcp-server-devutils

    （英文原文）Developer utilities: Base64, UUID, hashing, JWT decoding, cron parsing, timestamps, JSON and regex.

    开发者工具

  326. ofershap/mcp-server-dns

    （英文原文）DNS lookups, reverse DNS, WHOIS and domain availability checks.

    开发者工具

  327. ofershap/mcp-server-docker

    （英文原文）Manage Docker containers, images, volumes, networks and Compose services.

    开发者工具

  328. ofershap/mcp-server-github-actions

    （英文原文）GitHub Actions: view workflow runs, read logs, re-run failed jobs and manage CI/CD.

    开发者工具

  329. ofershap/mcp-server-github-gist

    （英文原文）Create, read, update, list and search GitHub Gists.

    开发者工具

  330. ofershap/mcp-server-markdown

    （英文原文）Search, extract sections, list headings and find code blocks across Markdown files.

    开发者工具

  331. ofershap/mcp-server-npm-plus

    （英文原文）npm package search, bundle size checks, vulnerability scans and download comparisons.

    开发者工具

  332. ofershap/mcp-server-scraper

    （英文原文）Web scraping: extract clean Markdown, links and metadata from any URL.

    开发者工具

  333. om-tajne/pkgdiet

    （英文原文）AST-based dependency analyzer: flags unused packages, calculates actual install sizes and detects unmaintained dependencies.

    开发者工具

  334. ooples/token-optimizer-mcp

    （英文原文）Token optimization through caching and compression, with tools for API optimization, code analysis and real-time monitoring.

    开发者工具

  335. OpenZeppelin/contracts-wizard

    （英文原文）Generate secure smart contracts in multiple languages from OpenZeppelin Wizard templates.

    开发者工具

  336. optimaquantum/claude-critical-rules-mcp

    （英文原文）Enforces critical rules for Claude to prevent documented failure patterns, with a compliance verification checklist and rules summary.

    开发者工具

  337. OverlayQA/mcp

    （英文原文）WCAG accessibility and color-contrast audits plus QA issue tracking from your coding agent.

    开发者工具

  338. ozers/hooksense-mcp

    （英文原文）Webhook callbacks for AI agents: create callback URLs, wait for signature-verified webhooks instead of polling, verify HMAC and list or replay callbacks.

    开发者工具

  339. ozgurcd/gograph

    （英文原文）AST-aware repository graph for Go codebases: struct embeds, public API surfaces, SQL queries and error mapping, giving agents context without grepping.

    开发者工具

  340. PackkitLabs/packkit-mcp

    （英文原文）Scaffold and upgrade multi-language projects with the create-packkit generators, and compose a frontend and backend into one fullstack repo.

    开发者工具

  341. paladini/devutils-mcp-server

    （英文原文）Developer utilities: hashing, Base64/hex/URL encoding, UUID and password generation, JWT decoding, JSON/YAML/XML formatting, timestamps, CIDR and text tools.

    开发者工具

  342. paracetamol951/P-Link-MCP

    （英文原文）HTTP 402 (Payment Required) implementation using Solana.

    开发者工具

  343. paramount-engineering/roku-dev-studio

    （英文原文）Roku development: ECP device control, automated channel sideloading, BrightScript debugging and real-time log monitoring.

    开发者工具

  344. parasxos/cpp26-adapter

    （英文原文）C++26 paper reference backing a Claude Code plugin: paper lookup, fuzzy search and compiler support status over the ISO/IEC 14882:2026 corpus.

    开发者工具

  345. pasichDev/docket

    （英文原文）Shared todo list and backlog for coding agents, filed per project by git remote, with claims to avoid duplicate work and a local web dashboard.

    开发者工具

  346. patchloom/patchloom

    （英文原文）Structured file edits for agents: JSON, YAML and TOML by selector, Markdown and AST edits, dry runs and multi-file transactional batches.

    开发者工具

  347. PatrickSys/codebase-context

    （英文原文）Shows agents which patterns a codebase actually uses, which files a change will affect and when there is too little context to trust an edit.

    开发者工具

  348. paulburgess1357/nvim-mcp

    （英文原文）Control Neovim instances via msgpack-RPC: read and edit buffers, run commands, send keys, query LSP diagnostics and annotate code with highlights.

    开发者工具

  349. paulhkang94/markview

    （英文原文）Open and render Markdown files in MarkView, a native macOS Markdown preview app.

    开发者工具

  350. PhpCodeArcheology/PhpCodeArcheology

    （英文原文）PHP static analysis: code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage and impact analysis.

    开发者工具

  351. pipepie/pipepie

    （英文原文）Self-hosted webhook relay and tunnel with Noise NK encryption: inspect requests, replay webhooks, trace AI pipelines, manage tunnels and subdomains.

    开发者工具

  352. pmptwiki/pmpt-cli

    （英文原文）Record and share AI-driven development history: saves project milestones with summaries, generates planning prompts and publishes to pmptwiki.

    开发者工具

  353. pofky/asc-mcp

    （英文原文）App Store Connect control: metadata edits, screenshot and binary uploads, TestFlight, IAPs, subscriptions, release preflight audits, submission and release.

    开发者工具

  354. PostHog/posthog

    （英文原文）Interact with PostHog analytics, feature flags, error tracking and more.

    开发者工具

  355. Pratyay/mac-monitor-mcp

    （英文原文）Identifies resource-intensive processes on macOS and suggests performance improvements.

    开发者工具

  356. promptexecution/just-mcp

    （英文原文）Justfile integration: run CLI or script commands with parameters and environment variable support.

    开发者工具

  357. pskill9/website-downloader

    这个 MCP 服务器提供了使用 wget 下载完整网站的工具，可保留网站结构并转换链接以支持本地访问.

    开发者工具

  358. PSU3D0/spreadsheet-mcp

    （英文原文）Token-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula and style inspection, forking and recalculation.

    开发者工具

  359. public-ui/kolibri

    流式 KoliBri MCP 服务器（NPM：`@public-ui/mcp`），通过托管的 HTTP 端点或本地 `kolibri-mcp` CLI 提供 200+ 份确保无障碍的 Web 组件示例、规范、文档和场景。

    开发者工具

  360. pylonapi/pylon-mcp

    （英文原文）x402 API gateway for web extraction, search, translation, image generation, screenshots, PDF and OCR, paid per call in USDC on Base.

    开发者工具

  361. pzalutski-pixel/godotlens-mcp

    （英文原文）Semantic GDScript analysis via Godot's built-in LSP: navigation, references, diagnostics, rename and file sync.

    开发者工具

  362. pzalutski-pixel/javalens-mcp

    （英文原文）Semantic Java analysis via Eclipse JDT: compiler-accurate navigation, refactoring, find references, call hierarchy and code metrics.

    开发者工具

  363. pzalutski-pixel/sharplens-mcp

    （英文原文）Semantic C#/.NET analysis via Roslyn: navigation, refactoring, find usages and code intelligence.

    开发者工具

  364. qainsights/jmeter-mcp-server

    （英文原文）Performance testing with JMeter.

    开发者工具

  365. qainsights/k6-mcp-server

    （英文原文）Performance testing with Grafana k6.

    开发者工具

  366. qainsights/locust-mcp-server

    （英文原文）Performance testing with Locust.

    开发者工具

  367. QuantGeekDev/docker-mcp

    通过 MCP 进行 Docker 容器管理和操作.

    开发者工具

  368. Quantum3-Labs/ARBuilder

    （英文原文）Code generator for Arbitrum: Stylus smart contracts, SDK bridging, full-stack dApps and Orbit chain deployment, backed by RAG over Arbitrum documentation.

    开发者工具

  369. r-huijts/xcode-mcp-server

    Xcode 集成，支持项目管理、文件操作和构建自动化.

    开发者工具

  370. rabdulsal/appstore-release-mcp

    （英文原文）Runs the App Store release cycle for iOS/macOS apps: version bump, archive, signing and TestFlight upload via fastlane, metadata updates and review submission.

    开发者工具

  371. raccioly/docguard

    （英文原文）Deterministic documentation-drift detection: validates a project's docs against its code, with stable finding codes and suggested fixes.

    开发者工具

  372. rafim-dev/mcp-context-condenser

    （英文原文）AST-based code outliner, log compressor and context budget analyzer to reduce LLM token usage.

    开发者工具

  373. rafim-dev/mcp-doctor

    （英文原文）Health checks, binary validation and JSON auto-repair for MCP client configuration files.

    开发者工具

  374. rafsilva85/credit-optimizer-v5

    （英文原文）Lowers Manus AI usage costs through model routing, smart testing and context hygiene.

    开发者工具

  375. raye-deng/open-code-review

    （英文原文）Code quality gate for AI-generated code, detecting hallucinated packages, phantom dependencies, stale APIs and AI-specific defects.

    开发者工具

  376. ReAPI-com/mcp-openapi

    MCP服务器让LLM能够了解您的OpenAPI规范的所有信息，以发现、解释和生成代码/模拟数据.

    开发者工具

  377. reflagcom/mcp

    （英文原文）Manage Reflag feature flags from chat in your IDE.

    开发者工具

  378. RepoAssay/repo-test-architect

    （英文原文）Local, read-only test architecture audits for JS/TS, C#, Elixir, Go, Kotlin, PHP, Python, Ruby, Rust and Swift, with evidence-backed findings and test plans.

    开发者工具

  379. repowise-dev/repowise

    （英文原文）Codebase intelligence: indexes a repo into a dependency graph, git history, defect-risk code health, generated docs and architectural decisions.

    开发者工具

  380. richer-richard/fenestra

    （英文原文）Headless rendering and verification of native Rust GUIs: accessibility tree, semantic selectors, contrast and focus-order checks, and screenshot diffs.

    开发者工具

  381. rm-rf-prod/GroundTruth-MCP

    （英文原文）Self-hosted live library docs, code audits with file:line findings, BM25-ranked snippets and lockfile-aware version pinning.

    开发者工具

  382. ronantakizawa/a11ymcp

    （英文原文）Test URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core, including color contrast, ARIA validation and orientation lock detection.

    开发者工具

  383. Rootly-AI-Labs/Rootly-MCP-server

    用于事件管理平台 Rootly](https://rootly.com/) 的 MCP 服务器.

    开发者工具

  384. rsdouglas/janee

    （英文原文）Self-evolving server that uses an LLM to create, test and refine its own tools at runtime from natural language descriptions.

    开发者工具

  385. runyourempire/4DA

    （英文原文）Dependency intelligence for coding agents: live CVE scanning, dependency health, upgrade planning, ecosystem news and decision memory.

    开发者工具

  386. rust-works/omni-dev

    （英文原文）Atlassian Jira and Confluence with schema-validated Markdown/ADF conversion that flags content-model violations instead of silently dropping nodes.

    开发者工具

  387. ryan0204/github-repo-mcp

    （英文原文）Browse GitHub repositories, explore directories and view file contents.

    开发者工具

  388. saiffmirza/kiyas

    （英文原文）Design-fidelity checks: compare a Figma frame or design screenshot with the rendered UI and get structured discrepancies with CSS properties and severity.

    开发者工具

  389. sapph1re/mcp-billing-gateway-sdk

    （英文原文）Billing for MCP server operators: Stripe subscriptions, per-call credits, tiered pricing and x402 micropayments without writing billing code.

    开发者工具

  390. saranshbamania/mobile-device-mcp

    （英文原文）Control Android devices and iOS simulators: AI visual analysis, Flutter widget tree inspection, element finding, video recording and test script generation.

    开发者工具

  391. sarveshsea/memi

    （英文原文）Design-system memory for coding agents: UI audits, Tailwind token extraction, shadcn registry workflows, Figma context, design docs and quality diagnostics.

    开发者工具

  392. saurav61091/mcp-openapi

    （英文原文）Turn any OpenAPI 3.x spec into callable MCP tools, with Bearer, API key and Basic auth support.

    开发者工具

  393. sbroenne/mcp-server-excel

    （英文原文）Automate the Excel app on Windows: Power Query, DAX, VBA, PivotTables, tables, charts, ranges and formatting.

    开发者工具

  394. scarletkc/vexor

    （英文原文）Semantic file and code search by description, with local indexes, AST-aware chunking, optional reranking and API-based or fully offline embedding models.

    开发者工具

  395. SDGLBL/mcp-claude-code

    使用 MCP 实现的 Claude Code 功能，支持 AI 代码理解、修改和项目分析，并提供全面的工具支持。

    开发者工具

  396. sebastienrousseau/rlg

    （英文原文）Log tools for on-call and SRE workflows over rlg (RustLogs) files: tail events by level or target, filter with JSON-path predicates and summarize errors.

    开发者工具

  397. SegfaultSorcerer/heap-seance

    （英文原文）Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT and async-profiler, with conservative scans, deep forensics and confidence-based verdicts.

    开发者工具

  398. seldonframe/reelier

    （英文原文）Record an agent's MCP tool-call workflow, replay it deterministically without tokens and diff runs to catch drift, for CI and snapshot tests.

    开发者工具

  399. selvage-lab/selvage

    基于 LLM 的代码审查 MCP 服务器，具备 AST 驱动的智能上下文提取功能，支持 Claude、GPT、Gemini 以及通过 OpenRouter 的 20 余种模型。

    开发者工具

  400. sequa-ai/sequa-mcp

    （英文原文）Gives AI coding tools context from your entire codebase and docs via Sequa.

    开发者工具

  401. servelink-swyftlabs/serve-mcp

    （英文原文）Public HTTPS links for local files, directories or dev servers, via a live tunnel or published copy, with password protection, TTLs and named subdomains.

    开发者工具

  402. shakaran/symfony-agent-mcp

    （英文原文）Read-only introspection of Symfony codebases: routes, controllers, services, entities, schema, migrations, Doctrine, Messenger, Twig and API Platform.

    开发者工具

  403. shellsage-ai/mcp-server-boilerplate

    （英文原文）Starter templates for MCP servers in TypeScript and Python, with tool, resource and prompt patterns.

    开发者工具

  404. SimplyLiz/CodeMCP

    （英文原文）Code intelligence via SCIP indexing for Go, TypeScript, Python, Rust and Java: semantic search, impact analysis, call graphs and ownership detection.

    开发者工具

  405. skullzarmy/vibealive

    （英文原文）Find unused files and APIs in Next.js projects, with project analysis tools exposed over MCP.

    开发者工具

  406. skyhook-io/radar

    （英文原文）Query Kubernetes cluster topology, resources, events, logs and Helm/GitOps state across clusters via Radar, a Kubernetes visibility tool.

    开发者工具

  407. SLP-DEV1/qwen-dap-mcp

    （英文原文）DAP-to-MCP bridge for native debugging via CodeLLDB: stack frames, registers, locals, disassembly, memory, crash dumps and crash fix/verify workflows.

    开发者工具

  408. smplkit/mcp

    （英文原文）Schedule HTTP jobs (cron, one-off or on-demand) with retries and run history.

    开发者工具

  409. snaggle-ai/openapi-mcp-server

    使用开放 API 规范 (v3) 连接任何 HTTP/REST API 服务器.

    开发者工具

  410. soulware-studio/promethic-mcp

    （英文原文）Prompt library with versioned prompts and per-version model settings for text, image and JSON; tracks edits and proposes refined versions.

    开发者工具

  411. Souzix76/n8n-workflow-tester-safe

    （英文原文）Test, score and inspect n8n workflows with config-driven test suites, two-tier scoring, execution traces and a built-in node catalog.

    开发者工具

  412. specshield26/specshield-mcp-server

    （英文原文）OpenAPI breaking-change detection and migration guides to check whether an API change is safe to ship.

    开发者工具

  413. srbsa/diffgate

    （英文原文）Deterministic guardrail for AI-written diffs: AST-based checks for SQLi, SSRF, XXE, hardcoded secrets and over-abstraction, scoped to the changed lines.

    开发者工具

  414. srclight/srclight

    （英文原文）Code indexing with SQLite FTS5, tree-sitter and embeddings for symbol search, call graphs, git intelligence and hybrid semantic search.

    开发者工具

  415. srijanshukla18/xray

    （英文原文）Code intelligence via ast-grep: map project structure, fuzzy-find symbols and assess change impact in Python, JS/TS and Go.

    开发者工具

  416. st3v3nmw/sourcerer-mcp

    （英文原文）Semantic code search and navigation that reduces token waste.

    开发者工具

  417. stass/lldb-mcp

    （英文原文）LLDB integration for binary and core file analysis, debugging and disassembly.

    开发者工具

  418. stfade/moth

    （英文原文）Structured bug-fix analysis and project-local memory of verified fixes for coding agents.

    开发者工具

  419. storybookjs/storybook

    （英文原文）Helps agents write and test Storybook stories for UI components.

    开发者工具

  420. SunrisesIllNeverSee/sigrank-mcp

    （英文原文）Leaderboard ranking AI coding operators by token efficiency, with signed submissions, diagnostics and simulations; only token counts leave the machine.

    开发者工具

  421. SuresoftTechnologies/dvera-plugin

    （英文原文）Drives Controller Tester (CT) C/C++ verification: project setup, analysis, test generation and execution, statement/branch/MC-DC coverage and report export.

    开发者工具

  422. swapnanil/vectr

    （英文原文）Semantic codebase search and persistent working memory: hybrid dense and BM25 search over AST-aware chunks, a symbol graph and notes that survive restarts.

    开发者工具

  423. tactual-dev/tactual

    （英文原文）Screen-reader navigation cost analyzer that models assistive technology user effort with per-profile scoring, graph-based pathfinding and navigation traces.

    开发者工具

  424. TamarEngel/jira-github-mcp

    （英文原文）Integrates Jira and GitHub to automate developer workflows from issue tracking to branches, commits, pull requests and merges.

    开发者工具

  425. tao-izm/devpulse-mcp

    （英文原文）Real-time diagnostic snapshot of the local dev environment: framework, running services, recent errors and git state.

    开发者工具

  426. tatavarthitarun/nowsecure-mcp-server

    （英文原文）NowSecure Platform mobile security testing: list applications, pull remediation findings and generate PDF reports locally.

    开发者工具

  427. tcgunel/mobius-mcp

    （英文原文）Build WordPress sites on the Sweipe or FlatMobile themes: import demos, build a site from a brief, review it, rewrite page copy and change settings.

    开发者工具

  428. TCSoftInc/testcollab-mcp-server

    （英文原文）List, create and update test cases in TestCollab with filtering, sorting and pagination.

    开发者工具

  429. TencentEdgeOne/edgeone-pages-mcp

    基于 EdgeOne Pages 的 MCP 服务器，支持代码部署为在线页面。

    开发者工具

  430. testdino-hq/testdino-mcp

    （英文原文）Review TestDino test runs, debug failures and manage manual test cases using natural language.

    开发者工具

  431. tgeselle/bugsnag-mcp

    （英文原文）Interact with Bugsnag.

    开发者工具

  432. thecombatwombat/replicant-mcp

    （英文原文）Android development: build APKs, launch emulators, manage devices, automate UI and analyze logs.

    开发者工具

  433. themesberg/flowbite-mcp

    （英文原文）AI assistance for Flowbite, the open-source UI framework based on Tailwind CSS.

    开发者工具

  434. theserverlessdev/wsc

    （英文原文）Prose linter and AI-slop detector: weasel words, passive voice, hedging and research-cited AI writing tells.

    开发者工具

  435. TimurRakhmatullin86/mcp-drill

    （英文原文）Fault injection for MCP servers (timeouts, malformed JSON-RPC, corrupted outputs) with a reliability scorecard for output schemas and error conformance.

    开发者工具

  436. tipdotmd/tip-md-x402-mcp-server

    （英文原文）Cryptocurrency tipping using the x402 payment protocol and CDP Wallet.

    开发者工具

  437. TKMD/ReftrixMCP

    （英文原文）Web design analysis: layout extraction, motion detection, quality scoring and semantic search, turning web pages into structured design knowledge.

    开发者工具

  438. Tokenectomy-Labs/Tokenectomy

    （英文原文）Log noise removal, secret redaction and atomic compiler patch verification with instant rollback for AI debugging sessions.

    开发者工具

  439. TomD4vs/prumo

    （英文原文）Checks coding-agent context files (CLAUDE.md, AGENTS.md, SKILL.md) against the git index: broken links, missing paths, undefined commands and drift.

    开发者工具

  440. Tommertom/awesome-ionic-mcp

    （英文原文）Ionic coding assistant for building mobile apps with React, Angular, Vue or vanilla JS.

    开发者工具

  441. tooluse-labs/perfetto-mcp-rs

    （英文原文）Perfetto trace analysis: run PerfettoSQL queries on trace files, with Chrome tools for page loads, scroll jank, main-thread hotspots and stdlib discovery.

    开发者工具

  442. tosin2013/mcp-adr-analysis-server

    （英文原文）Architectural analysis for software projects: technology stack detection, ADR management, security checks, TDD workflow and deployment readiness validation.

    开发者工具

  443. trakshan-mishra/Diffcontext

    （英文原文）Static-analysis context compiler for Python repos: selects callers, callees and related functions for a change and packs them into a token budget.

    开发者工具

  444. TranQui004/signalint

    （英文原文）Compact JavaScript/TypeScript diagnostics: clusters and prioritizes Oxlint, tsc and Biome issues, caches results and detects recurring diagnostic loops.

    开发者工具

  445. tumf/mcp-text-editor

    面向行的文本文件编辑器。

    开发者工具

  446. ukkit/memcord

    （英文原文）Organize and search chat history with AI-generated summaries and secure memory.

    开发者工具

  447. utensils/mcp-nixos

    （英文原文）Information on NixOS packages, system options, Home Manager configurations and nix-darwin macOS settings.

    开发者工具

  448. V0v1kkk/DotNetMetadataMcpServer

    （英文原文）Type information from .NET projects: assembly exploration, namespace discovery, type reflection and NuGet integration.

    开发者工具

  449. valado/pantheon-mcp

    （英文原文）Serves task-specific instructions to agents instead of static Markdown files.

    开发者工具

  450. var-gg/mcp

    （英文原文）Enforces team naming conventions in AI-generated code.

    开发者工具

  451. vasayxtx/mcp-prompt-engine

    （英文原文）Manage and serve dynamic prompt templates using a text template engine.

    开发者工具

  452. Vbj1808/retrieval-lens

    （英文原文）Flight recorder for RAG retrieval: logs chunks, scores, sources and rankings to audit, replay and diff retrieval runs.

    开发者工具

  453. veelenga/claude-mermaid

    Claude Code的Mermaid图表渲染MCP服务器，具有实时重新加载功能，支持多种导出格式（SVG、PNG、PDF）和主题。

    开发者工具

  454. vercel/next-devtools-mcp

    （英文原文）Next.js runtime diagnostics, route inspection, dev server logs, docs search and upgrade guides for coding agents.

    开发者工具

  455. VerificateAI/verificate-mcp-quickstart

    （英文原文）Merge gate for AI-written code: catches placeholder code, unfailable tests, unsupported completion claims and nonexistent API calls, then returns a fix plan.

    开发者工具

  456. verifyax/verifyax-mcp

    （英文原文）Agent evaluation, simulation testing and functional/non-functional verification workflows on the VerifyAX platform.

    开发者工具

  457. vezlo/src-to-kb

    （英文原文）Convert source code repositories into searchable knowledge bases using chunking, OpenAI embeddings and GPT-5 search.

    开发者工具

  458. vighriday/Veris

    （英文原文）Behavioral verification for TS/JS repos: builds a behavioral graph, clusters workflows, detects drift and generates adversarial probes with risk scores.

    开发者工具

  459. VikrantSingh01/adaptive-cards-mcp

    （英文原文）Generate, validate, optimize and transform Adaptive Cards for Teams, Outlook, Copilot and ChatGPT, with accessibility scoring and host compatibility checks.

    开发者工具

  460. Vivekpatil200320/CyberRescue

    （英文原文）Host-level telemetry gateway letting sandboxed agents fetch container logs and track kernel resource metrics.

    开发者工具

  461. vivekvells/mcp-pandoc

    基于 Pandoc 的 MCP 服务器，支持 Markdown、HTML、PDF、DOCX（.docx）、csv 等格式之间的无缝转换.

    开发者工具

  462. VOYAGER-Inc/excel-vision-mcp

    （英文原文）Reads Excel files with embedded images mapped to their cells and meaningful formatting such as colors and strikethrough; supports writes with atomic saves.

    开发者工具

  463. VrtxOmega/Ollama-Omega

    （英文原文）Chat, generate, pull, list and inspect models with Ollama.

    开发者工具

  464. VrtxOmega/omega-brain-mcp

    （英文原文）AI execution pipeline with NAEF logic constraints, VERITAS build gates, semantic vault integration and Tri-Node Cortex validations to curb hallucination.

    开发者工具

  465. VSCode Devtools

    （英文原文）Connect to the VS Code IDE and use semantic tools like find usages.

    开发者工具

  466. WCAG-Compliance/wcagc-mcp

    （英文原文）Accessibility scanning with axe-core (WCAG 2.1 AA, EN 301 549, PDF/UA) via wcagc: scan URLs and PDFs, crawl sites, replay journeys and read violation trends.

    开发者工具

  467. Webvizio/mcp

    （英文原文）Converts website and web app feedback and bug reports into context-enriched developer tasks for coding agents via Webvizio.

    开发者工具

  468. whyy9527/ariadne

    （英文原文）Offline cross-service API dependency graph: find GraphQL operations, REST endpoints, Kafka topics and frontend queries related to a business term or endpoint.

    开发者工具

  469. WilliamSmithEdward/xlide_mcp

    （英文原文）Read, write, analyze and test VBA in Excel, Word, PowerPoint and Access files, with static analysis; the file layer works without Office installed.

    开发者工具

  470. willianpinho/mcp-gateway-scan

    （英文原文）Read-only static scanner that scores MCP and agent-gateway repos on RBAC, fail-closed behavior, supply chain, observability, cost and secrets handling.

    开发者工具

  471. WiseVision/mcp_server_ros_2

    （英文原文）ROS 2 integration for AI-driven robotics applications and services.

    开发者工具

  472. wn01011/llm-token-tracker

    （英文原文）Token usage and cost tracking for OpenAI and Claude APIs with real-time session tracking.

    开发者工具

  473. Wolfe-Jam/claude-faf-mcp

    （英文原文）Persistent project context in the .faf (Foundational AI-context Format), with project DNA and Podium scoring.

    开发者工具

  474. Wolfe-Jam/faf-mcp

    （英文原文）Persistent project context in the IANA-registered .faf format, with AI-readiness scoring.

    开发者工具

  475. Wooonster/hocr_mcp_server

    （英文原文）Extract handwritten math formulas from uploaded images as LaTeX using a vision-language model, with a Vue frontend.

    开发者工具

  476. wooxogh/adr-mcp-setup

    （英文原文）Generates Architecture Decision Records from Claude Code conversations, with quality review, duplicate detection, a dependency graph and stale ADR alerts.

    开发者工具

  477. Wopee-io/wopee-mcp

    （英文原文）Autonomous web app testing: run test cases in real browsers with pass/fail results and screenshots, and generate user stories, test cases and Playwright code.

    开发者工具

  478. wyattjoh/jsr-mcp

    （英文原文）Access JSR, the JavaScript Registry.

    开发者工具

  479. x402node/x402-mcp

    （英文原文）Exposes x402-paid APIs discovered from Coinbase Bazaar, handling USDC micropayments on Base.

    开发者工具

  480. xarl3z/magzdown-agent-tools

    （英文原文）Turn Markdown into a shareable link rendered as a typeset document (tables, Mermaid, math, pagination); content is stored in the URL, not uploaded.

    开发者工具

  481. xcodebuild

    构建iOS Xcode工作区/项目并将错误反馈给LLM。

    开发者工具

  482. XixianLiang/HarmonyOS-mcp-server

    通过MCP利用AI控制鸿蒙(next)设备，实现设备操控及UI自动化.

    开发者工具

  483. xzq.xu/jvm-mcp-server

    一个基于JVM的MCP（模型上下文协议）服务器的实现项目。

    开发者工具

  484. yangkyeongmo@/mcp-server-apache-airflow

    使用官方客户端连接至Apache Airflow的MCP服务器。

    开发者工具

  485. yanmxa/scriptflow-mcp

    （英文原文）Turns repetitive AI interactions into persistent, executable Bash, Python, Node.js or TypeScript scripts.

    开发者工具

  486. ycs77/apifable

    （英文原文）Explore OpenAPI specs, search endpoints and generate TypeScript types.

    开发者工具

  487. yikakia/godoc-mcp-server

    查询 pkg.go.dev 上的 golang 包信息.

    开发者工具

  488. yiwenlu66/PiloTY

    用于PTY操作的AI助手，使智能体能够通过有状态会话、SSH连接和后台进程管理来控制交互式终端.

    开发者工具

  489. Yocoolab/mcp-server

    （英文原文）Pin visual feedback on live web pages with the Yocoolab extension and hand it to coding agents with the element, selector and screenshot attached.

    开发者工具

  490. ypollak2/llm-router

    （英文原文）Subscription-aware LLM router for Claude Code: routes tasks to providers like OpenAI, Gemini, Groq and Ollama by complexity, subscription usage and cost.

    开发者工具

  491. ysalitrynskyi/opn-mcp

    （英文原文）Shorten links, read click analytics, generate branded QR codes and manage links on opn.onl, the open-source, self-hostable URL shortener.

    开发者工具

  492. YuChenSSR/mindmap-mcp-server

    用于生成漂亮交互式思维导图mindmap的模型上下文协议（MCP）服务器。

    开发者工具

  493. YuChenSSR/multi-ai-advisor

    （英文原文）Query multiple Ollama models and combine their responses for diverse perspectives on a single question.

    开发者工具

  494. YuliiaKovalova/dotnet-template-mcp

    （英文原文）Search, inspect, preview and create dotnet new projects via the .NET Template Engine, with parameter validation, defaults and NuGet resolution.

    开发者工具

  495. Yutarop/ros-mcp

    （英文原文）Control robots with natural language via ROS 2 topics, services and actions.

    开发者工具

  496. yWorks/mcp-typescribe

    （英文原文）Provides TypeScript API information so agents can work with APIs not in their training data.

    开发者工具

  497. zaebee/codegraph-brain

    （英文原文）Local Python/TypeScript code graph: call tracing, multi-hop impact analysis, authz reachability audits, coupling metrics and architectural drift detection.

    开发者工具

  498. zaizaizhao/mcp-swagger-server

    mcp-swagger-server将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式,以支持ai客户端调用。

    开发者工具

  499. zcaceres/fetch-mcp

    一个灵活获取 JSON、文本和 HTML 数据的 MCP 服务器.

    开发者工具

  500. zelentsov-dev/asc-mcp

    （英文原文）Manage App Store Connect apps, builds, TestFlight, subscriptions, reviews and more via its API.

    开发者工具

  501. zenml-io/mcp-zenml

    （英文原文）Connect to ZenML MLOps and LLMOps pipelines.

    开发者工具

  502. zillow/auto-mobile

    （英文原文）Android automation tool suite for developer workflows and testing.

    开发者工具

  503. ztuskes/garmin-documentation-mcp-server

    （英文原文）Offline Garmin Connect IQ SDK documentation with search and API examples.

    开发者工具