MCP
Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 56)
Browse categories (58)
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View all →- Security
luiacuaniello/perspectivegraph
Attack-path engine for cloud and Kubernetes: list routes from internet exposure to sensitive assets, explain each hop, find choke points and simulate fixes.
- Command Line
luisgf/infrabroker
Self-hosted SSH and Kubernetes access broker: ephemeral per-operation credentials the model never sees, per-command firewall, human approvals and audit log.
- Knowledge & Memory
LuizEduPP/rememb
Persistent agent memory in local JSON with sectioned entries (project, user, context), semantic search, a CLI and per-project scope.
- Product Management
Lukaris/framedeck-mcp
Framedeck Kanban content production for YouTube, Instagram, TikTok and podcast creators: productions, stages, cards, checklists, comments and labels.
- Command Line
LukeLamb/claude-terminal-mcp
Terminal, filesystem and background-job tools for Linux and macOS.
- Multimedia Process
Lulu-The-Narwhal/dali-mcp
Score AI image and video generation prompts for models like Veo 3, Sora, Kling, Midjourney and Flux, and rewrite weak ones before generating.
- Search & Data Extraction
lulzasaur9192/marketplace-search-mcp
Search TCGPlayer, Reverb and Thumbtack, verify US contractor and nurse licenses, and look up PSA card grading population data.
- Developer Tools
LumabyteCo/clarifyprompt-mcp
Turns vague prompts into platform-optimized prompts for AI tools across image, video, voice, music, code, chat and document categories.
- Knowledge & Memory
lumayapartners/memini
Local-first project memory and guardrails for coding agents: records failed attempts, fragile files and decisions per repo and warns before repeated mistakes.
- Sports
lumifyai/lumify
Sports intelligence: schedules, live scores, odds, betting splits and explainable bet confidence.
- Search & Data Extraction
luminati-io/brightdata-mcp
Discover, extract and interact with the web via Bright Data, one interface for automated access to the public internet.
- Finance & Fintech
Luminc/peil-mcp
Peil for Dutch freelancers (ZZP'ers): log hours, draft invoices from unbilled time, and track outstanding and overdue invoices and effective hourly rate.
- Cloud Platforms
luno-cms/mcp
LUNO hosted backend platform: CMS, forms, auth and storage.
- Other Tools and Integrations
luotwo/easyaccesspdf-mcp
PDF accessibility checks (veraPDF PDF/UA-1), auto-tagging remediation and document-to-Markdown conversion via a hosted EU service.
- Developer Tools
Luqueee/kivgraph
Local code graph for coding agents: find code by intent, follow callers and references, inspect blast radius and trace dependencies across repositories.
- Browser Automation
LvcidPsyche/auto-browser
Browser agent with human takeover via noVNC, reusable auth profiles, approval and audit controls, and isolated Docker sessions.
- Developer Tools
LWTlong/ai-dev-analytics
Observability for AI coding: tracks token usage and time, and turns AI deviations into persistent project rules.
- Embedded System
lxman/obsbot-mcp
Control an OBSBOT Tiny 2 webcam over USB: pan, tilt and zoom, subject tracking, presets, focus, exposure and white balance, snapshots and recording.
- Knowledge & Memory
lyonzin/knowledge-rag
Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.
- Browser Automation
Lyosis/claudeForSafari
Control Safari via a web extension: navigate, read pages, click elements, fill forms and manage tabs, without Playwright or WebDriver.
- Browser Automation
lyrenth/lyrenth-mcp
Read any URL as a clean AIDocument (Markdown plus structure) through Lyrenth's cached index.
- Developer Tools
m00nreport/mcp-server
Test management: author manual test cases, run executions, cut releases and link automated tests, with prompts for flaky-test triage and release readiness.
- Security
M2M-Sentinel/m2m-sentinel-sdk
EVM bytecode capability analysis, EIP-1967 proxy resolution, gas recommendations and preflight safety checks for agents on Base.
- Communication
ma2no4413/outlook-mcp
Restructure large Outlook/Hotmail mailboxes: move folder subtrees, bulk move and mark-read with dry-run previews, and manage inbox rules.
- Browser Automation
maccydee/cute-web-scraper
Web scraping with escalating fetch tiers on detected blocks, returning clean Markdown or saving large scrapes to SQLite for read-only SQL queries.
- Developer Tools
machinegrade/validate
Deterministic validation of AI-generated artifacts: JSON Schema and OpenAPI response conformance and per-dialect SQL syntax, with typed verdicts and fix hints.
- Social Media
macrocosm-os/macrocosmos-mcp
Real-time X, Reddit and YouTube data with filtering by search phrase, user and date.
- Communication
madbonez/caldav-mcp
CalDAV calendars on any server (Yandex, Google, Nextcloud, iCloud and more): create events with recurrence, attendees and reminders, and search events.
- Version Control
madeinplutofabio/vibe-revert
Local safety layer for coding agents: deterministic risk checks, checkpoints and policy inspection, plus restoring files to their pre-session state.
- Developer Tools
madhan-g-p/DevDocs-MCP
Version-pinned, offline documentation sourced from DevDocs.io.
- Travel & Transportation
mafedelahoz/mcp-cuddlynest
Search CuddlyNest hotels by destination and read live room options, prices, availability and cancellation policies from public listing pages.
- Other Tools and Integrations
MAG-Cie/mcp-microsoft-todo
Microsoft To Do task management via the Microsoft Graph API.
- Other Tools and Integrations
magarcia/mcp-server-giphy
Search and retrieve GIFs through the Giphy API.
- Developer Tools
magna-nz/aspnetcore-debugger-mcp
Interactive .NET/ASP.NET Core debugging via netcoredbg: breakpoints, stepping, thread inspection, exception and deadlock analysis, and request tracing.
- Monitoring
magna-nz/tallybook
Local cost tracking for Claude Code and Codex sessions: spend by session, sub-agent and model, week-on-week comparisons, and findings with suggested patches.
- Knowledge & Memory
Magnemo-AI/magnemo
Governed local agent memory in plain files: each entry records who wrote it, when and through which gate, and nothing is kept without user approval.
- Databases
mahAnuj/mcp-multi-db
Unified read-only tools for PostgreSQL, MySQL and SQLite: list databases and tables, describe tables and run queries, enforced at SQL and database level.
- Location Services
mahdin75/geoserver-mcp
Interact with geospatial data and services through the GeoServer REST API.
- Location Services
mahdin75/gis-mcp
Geospatial operations and transformations using GIS libraries.
- Marketing
MailboxValidator/mcp-mailboxvalidator
Validates email addresses to reduce bounces in marketing campaigns.