MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59001 |
ableton-mcp
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| 59002 |
mcp-sqlite-manager
Claim
Enables SQLite database interactions including querying, updating, and schema m…
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| 59003 |
Qdrant MCP Server
Claim
A unified Docker container that runs Qdrant vector database and provides REST A…
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| 59004 |
Jimeng MCP Server
Claim
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
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| 59005 |
LocalFiles MCP Server
Claim
Provides secure access to local files from specified directories. Enables listi…
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| 59006 |
huntress-mcp
Claim
An MCP server for Huntress managed security platform, enabling management of ag…
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| 59007 |
Read-only MCP server that provides Claude Desktop with access to converted Canv…
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| 59008 |
StarSeeker MCP
Claim
A powerful MCP server that helps you discover relevant repositories from your o…
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| 59009 |
MCP Scheduler
Claim
A robust task scheduler server for scheduling and managing various types of aut…
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| 59010 |
VIGÍA HACCP MCP Server
Claim
Enables users to generate complete HACCP analyses enriched with real FDA recall…
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| 59011 |
Provides instant access to Exa's neural search API documentation, code examples…
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| 59012 |
Landlord
Claim
An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
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| 59013 |
ragkit
Claim
A self-hostable, MCP-native RAG pipeline that ingests, indexes, and serves data…
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| 59014 |
Spectrum 2 MCP Server
Claim
An MCP server that provides comprehensive access to Adobe Spectrum 2 UI compone…
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| 59015 |
intelligence-hub
Claim
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
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| 59016 |
markdown-publish
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Enables AI to search, retrieve, list notes, and get backlinks from a published …
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| 59017 |
strompreis-mcp
Claim
MCP server that gives AI agents real-time German electricity price forecasts.
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| 59018 |
MCP Translation Server
Claim
Manchu-Chinese bidirectional translation and morphological analysis server with…
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| 59019 |
mcp-smithsonian
Claim
Enables searching and retrieving detailed information about items from the Smit…
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| 59020 |
SendGrid MCP Server
Claim
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
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| 59021 |
LangChain Agent RAG MCP
Claim
An MCP server integrating LangChain, RAG, and Agent to provide knowledge retrie…
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| 59022 |
VeloceMCP
Claim
A read-only MCP server that enables restaurant staff to query Veloce POS data u…
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| 59023 |
A multi-account MCP server providing 72 tools for Gmail and Google Calendar, wi…
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| 59024 |
z-code-mcp
Claim
Enables orchestration of multiple Claude Code sessions for complex multi-task c…
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| 59025 |
A boilerplate for building local Node.js MCP servers that integrate with ChatGP…
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| 59026 |
smart-financial-mcp
Claim
Provides AI assistants with real-time and historical Chinese stock, ETF, index,…
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| 59027 |
mcp-kitsu
Claim
Enables searching and retrieving anime and manga data from Kitsu's catalogue, i…
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| 59028 |
GNews API MCP Server
Claim
Provides access to global news articles from over 60,000 sources through the GN…
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| 59029 |
mcp-perforce-server
Claim
MCP server for Perforce version control with safe defaults, structured JSON res…
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| 59030 |
Xano Developer MCP
Claim
An MCP server and standalone library that gives AI assistants superpowers for d…
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| 59031 |
filesystem-slim
Claim
A token-optimized filesystem MCP server that groups 14 tools into 6 semantic op…
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| 59032 |
Rytnow MCP Server
Claim
Enables AI assistants to interact with Rytnow project management platform, supp…
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| 59033 |
mcp-server-graphdb
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| 59034 |
automatelab-ai-seo
Claim
Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-c…
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| 59035 |
quanttogo-mcp
Claim
Quantitative trading strategies, market indices, and live performance data
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| 59036 |
Mercado Livre MCP Server
Claim
Integrates with the Mercado Livre API to enable management of sales, shipments,…
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| 59037 |
carapace-mcp
Claim
Enables AI agents to semantically search and contribute insights to a shared kn…
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| 59038 |
SoManyLemons MCP
Claim
AI-powered content marketing MCP server for creating branded video reels, Linke…
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| 59039 |
AvatarBook MCP Server
Claim
Enables delegation of work to AI agents with cryptographic verification and tok…
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| 59040 |
GNews API MCP Server
Claim
Provides access to the GNews API for searching news articles and getting top he…
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| 59041 |
OTEL MCP Server
Claim
Enables querying and analyzing distributed traces from Jaeger, including servic…
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| 59042 |
MCP-GMX-VMD
Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
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| 59043 |
BrowserCard-AI-Broker
Claim
An MCP server that lets an LLM build, inspect and drive a running BrowserCard d…
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| 59044 |
computer-use-engine
Claim
Safety middleware for AI computer use agents that monitors, enforces policies, …
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| 59045 |
xcode-mcp
Claim
Bridges AI assistants with Xcode to control projects, builds, simulators, testi…
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| 59046 |
Fraud Detection MCP
Claim
AI-powered fraud detection and investigation platform that exposes tools for qu…
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| 59047 |
Enables full-text search and retrieval of Finnish energy regulations from four …
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| 59048 |
Scryfall MCP Server
Claim
Enables Claude to search and retrieve Magic: The Gathering card details, prices…
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| 59049 |
Polyforge MCP Server
Claim
Enables AI assistants to interact with the Polyforge prediction market platform…
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| 59050 |
Secure MCP-gRPC
Claim
Provides a secure gRPC transport layer for the Model Context Protocol (MCP) wit…
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