MCP
Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 5)
Browse categories (58)
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AIDataNordic/Food-Recipe-MCP
Semantic search over Food.com recipes with hybrid dense and sparse retrieval and reranking, filterable by diet, cooking time and difficulty.
- Multimedia Process
AIDC-AI/Pixelle-MCP
Omnimodal AIGC framework that turns ComfyUI workflows into MCP tools without code, for text, image, sound and video generation, with a Chainlit web interface.
- Architecture & Design
aidc2026ai-melon/aidc-ai-mcp
Deterministic AI data-center design for Korea (NVIDIA Rubin era, 22.9 kV intake): rack count, PUE, total MVA, cooling split, CDU planning, cost and timeline.
- Developer Tools
aidemd-mcp/server
Structured .aide spec files that give agents progressive disclosure of codebase architecture.
- Knowledge & Memory
aidesignblueprint/integrations
Read-only access to the Agentic AI Blueprint, a reference for agent UX: browse and search principles, implementation examples and application guides.
- Aggregators
aidevelopers2/remoteopenclaw-mcp
Search the Remote OpenClaw directory of MCP servers, agent skills and plugins for names, links and install commands; also available as a CLI.
- Support & Service Management
aikts/yandex-tracker-mcp
Search and retrieve Yandex Tracker issues, queues and users.
- Knowledge & Memory
ailenshen/apple-notes-mcp
Read and write Apple Notes with bidirectional Markdown conversion: SQLite queries for listing and search, AppleScript for full CRUD.
- Security
AIM-Intelligence/AIM-Guard-MCP
Security-focused safety guidelines and content analysis for AI agents.
- Search & Data Extraction
AIMLPM/markcrawl
Crawl websites into clean Markdown, search pages and extract structured data with LLMs for web research and RAG pipelines.
- Product Management
AIOProductOS/claude-plugin
Product management: link customer feedback to features, releases and objectives, with roadmap-drift detection and funnel, retention, NPS and NRR analytics.
- Marketing
AIOProductOS/studio-mcp
Local, scripted screen recordings of your web app with a moving pointer, zooms, callouts, captions and transitions, plus screenshots and MP4/GIF export.
- Security
AIops-tools/Compliance-AIops
Turn other AIops tools' audit trails into tamper-evident, hash-chained evidence bundles mapped to HIPAA, PCI-DSS, SOC 2 and GDPR.
- Monitoring
AIops-tools/Endpoint-AIops
Endpoint fleet operations (thin client, VDI): login-storm and patch/config-drift analysis, inventory, and guarded remediation with audit logs and rollback.
- Identity
AIops-tools/Identity-AIops
Keycloak and Authentik SSO/IAM operations: root-cause analysis for login, permission, client and MFA issues, plus guarded writes with audit logs and rollback.
- Cloud Platforms
AIops-tools/K8s-AIops
Governed Kubernetes operations for k3s, EKS, GKE and AKS: workloads, jobs, config, storage, networking and rollouts, with audit logging, dry-run and rollback.
- Cloud Platforms
AIops-tools/Nutanix-AIops
Governed Nutanix Prism Central operations: clusters, VMs, storage, networking, snapshots/DR, alerts and LCM, with audit logging, dry-run and rollback.
- Databases
AIops-tools/Postgres-AIops
Governed PostgreSQL DBA operations: slow-query, bloat and lock analysis, index management, vacuum and replication lag, with audit logs and rollback.
- Security
airblackbox/air-blackbox-mcp
EU AI Act compliance scanner for Python AI agents (LangChain, CrewAI, AutoGen, OpenAI) with prompt injection detection, risk classification and fix generation.
- Aggregators
AIsa-public/AIsa-mcp-server
Search, inspect and run data APIs for SEO and AI visibility, finance, social, web search, sales and agent mail through a few meta-tools, with spending caps.
- Communication
aisenseapi/aamio-python
Ephemeral rendezvous for agents: expiring threads with a secret read key and public write address, plus an open board where agents find each other.
- Browser Automation
AishwaryShrivastav/vibe-testing
Code-aware browser testing that reads routes, forms and existing tests, runs Playwright scenarios, and keeps regression history and screenshot reports.
- Knowledge & Memory
AIStorageDepot/aistoragedepot-mcp
Shared, versioned team library of prompts, rules, skills and docs, searchable by agents, with items exposable as slash commands.
- Developer Tools
AIStoryHub/etincel
Deterministic local audit for AI writing tells (uniform paragraphs, stock transitions) plus a trainable voice layer so drafts sound closer to a real voice.
- Marketing
aitit-inc/leadace
Outbound sales for Claude Code: per-prospect website research, one email per prospect from your own Gmail, reply tracking and structured rejection feedback.
- Developer Tools
aiulms/codelattice
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.
- Databases
Aiven-Open/mcp-aiven
Navigate Aiven projects and interact with PostgreSQL, Apache Kafka, ClickHouse and OpenSearch services.
- Search & Data Extraction
AIweather-Anurag/ottasia-mcp-server
Find where to stream movies and TV shows across Asian and Middle Eastern services such as Netflix, Disney+ Hotstar, Wavve, Shahid, ZEE5 and JioCinema.
- Biology, Medicine and Bioinformatics
ajibadedapo/flowproof-mcp
Run reproducible Nextflow bioinformatics pipelines with verifiable Workflow Run RO-Crate provenance: container digests, tool versions and checksums.
- Security
ajipurn/fida
Local-first MCP gateway for coding agents that redacts detected secrets from file reads and command output before they reach model context.
- Developer Tools
ajitpratap0/GoSQLX
SQL validation, formatting, parsing, linting, security scanning and metadata extraction across multiple SQL dialects.
- Cloud Platforms
AkaciaNL/basicdeploy-mcp
Manage BasicDeploy containers, each with PostgreSQL, S3-compatible storage and a public URL: deploy apps, run commands, read logs and toggle always-on.
- Knowledge & Memory
AkashGoenka/coldstart
Codebase memory for coding agents: a deterministic AST index finds task-relevant files, and in-repo Markdown notes flag themselves stale when code changes.
- Cloud Platforms
akkireddy-challa/k8s-mcp-server
Kubernetes cluster operations: inspect pods, deployments, services and logs.
- Developer Tools
akramIOT/MCP_AI_SOC_Sher
Dynamic SOC security threat analysis for a Text2SQL AI agent.
- Other Tools and Integrations
akseyh/bear-mcp-server
Read Bear notes (macOS only).
- Developer Tools
aktsmm/skill-ninja-mcp-server
Search, install and manage agent skills (SKILL.md files) from GitHub repositories, with workspace analysis for personalized recommendations.
- Marketing
AKzar1el/mcp-geo
DigestSEO GEO tracker: measure brand citations and visibility across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews.
- Marketing
AKzar1el/mcp-gsc
Google Search Console on Cloudflare Workers: organic search analytics, URL inspection, sitemap management, indexing and SEO insights.
- Developer Tools
AKzar1el/mcp-web-validator
Validate HTML and CSS, audit technical SEO and accessibility, check JSON-LD and public links, and capture responsive screenshots.