MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 4 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37301 |
carly-cli
Claim
Agent-native MCP server for Carly, the AI scheduling assistant. Exposes 11 tool…
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| 37302 |
MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…
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| 37303 |
Auth0 MCP Server
Claim
MCP server that provides access to Auth0 Management API v2, offering read-only …
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| 37304 |
antigravity-claude-mcp
Claim
Allows Claude Code to request an independent code review from Google Antigravit…
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| 37305 |
facebook-business-mcp
Claim
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
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| 37306 |
YouTrack MCP
Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
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| 37307 |
memmd-mcp
Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
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| 37308 |
gemini-mcp
Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
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| 37309 |
BDNS MCP Server
Claim
Enables searching and querying Spanish public subsidies and aids using the BDNS…
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| 37310 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 37311 |
mcp-poc
Claim
A proof-of-concept MCP server that provides weather information using the Open-…
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| 37312 |
mcp-swagger-reader
Claim
Enables reading and parsing Swagger/OpenAPI specifications to list API endpoint…
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| 37313 |
Zettelkasten MCP Server
Claim
Provides Claude with structured access to a Zettelkasten note system, enabling …
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| 37314 |
ssh-mcp-jumpserver
Claim
Enables AI agents to execute commands on remote servers via SSH with dynamic ho…
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| 37315 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 37316 |
mcp-threatintel
Claim
A threat intelligence MCP server for Claude Code that enables lookup of IOCs, t…
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| 37317 |
RELION MCP Server
Claim
Enables AI agents to control RELION 5.x cryo-EM structure determination softwar…
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| 37318 |
Obsidian MCP Server
Claim
An MCP server that enables AI assistants to access and manage your local Obsidi…
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| 37319 |
threadr-mcp
Claim
An MCP server that provides AI agents with full Reddit API capabilities includi…
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| 37320 |
unreal-python-mcp
Claim
Enables AI coding assistants to browse Unreal Python API documentation, search …
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| 37321 |
MCP server for Probo print-on-demand — search products, configure orders, track…
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| 37322 |
valuein.biz
Claim
Institutional-grade SEC financial data for AI agents — in one line of config.
…
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| 37323 |
anchor-compliance
Claim
Australian advertising & marketing compliance for AI assistants. Scan websites,…
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| 37324 |
google-calendar
Claim
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| 37325 |
Renge Bot
Claim
Enables controlling a semi-autonomous Minecraft bot via MCP, supporting tasks l…
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| 37326 |
blueprint-10k
Claim
An MCP server that provides deterministic finance tools for SEC filing analysis…
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| 37327 |
mcp-server
Claim
Passport visa, entry & transit requirements for any country pair, with official…
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| 37328 |
aigroup-paper-mcp
Claim
Academic paper search and retrieval MCP server integrating multiple scholarly p…
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| 37329 |
mcp-tool-gateway
Claim
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
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| 37330 |
1trippulse
Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
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| 37331 |
Operating contracts for AI agents. Structured instructions compiled into system…
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| 37332 |
MCP from Scratch Server
Claim
A fully working MCP server built from scratch in plain Node.js, implementing to…
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| 37333 |
Chunk MCP Server
Claim
Enables querying median feeds and metrics from the Chunk network via MCP tools,…
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| 37334 |
Weather MCP Server
Claim
Provides real-time weather data for Chinese cities and global locations via wtt…
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| 37335 |
Local deterministic project memory for AI agents with context packs, gates and …
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| 37336 |
amazon-mcp
Claim
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI …
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| 37337 |
Tabduct
Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
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| 37338 |
agentctx
Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
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| 37339 |
Safari MCP Server
Claim
Enables visual web access and browser automation through Safari, with tools for…
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| 37340 |
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
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| 37341 |
national-parks-test
Claim
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| 37342 |
lsp-mcp-server
Claim
Exposes type-aware code navigation and fast file search to AI agents via langua…
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| 37343 |
gbrain
Claim
A local-first compiled knowledge graph MCP server that provides structured memo…
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| 37344 |
asterpay
Claim
EUR settlement for AI agents. Trust scoring, market data, crypto analytics. 16 …
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| 37345 |
Backlogr MCP Server
Claim
Enables AI assistants to create and manage development projects with structured…
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| 37346 |
Retrieves daily health, fitness, and activity statistics from Garmin Connect an…
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| 37347 |
redmine-mcp
Claim
Enables AI agents to fetch issues from Redmine via the MCP protocol. Requires R…
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| 37348 |
TopYappers MCP Server
Claim
Gives AI agents access to the TopYappers API for discovering viral content, tre…
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| 37349 |
mcp-langchain-bridge
Claim
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
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| 37350 |
Aggregates data from Google Calendar, TripIt, and Fireflies.ai to generate comp…
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