MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 3 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39951 |
deep-code-security
Claim
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
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| 39952 |
vClinic MCP Server
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Enables AI agents to manage virtual clinic data including patients, visits, dia…
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| 39953 |
desktop-control
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Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
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| 39954 |
TFL MCP Server for Poke
Claim
Enables AI assistants to access real-time Transport for London data, including …
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| 39955 |
TDX MCP Server
Claim
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
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| 39956 |
ocpi-sdk
Claim
MCP server for the OCPI SDK that enables AI-assisted communication with EV char…
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| 39957 |
CX Assistant MCP
Claim
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
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| 39958 |
signal-cli-mcp
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An MCP server that lets AI assistants propose sending Signal messages, but noth…
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| 39959 |
vedetta
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x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
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| 39960 |
Google Sheets MCP
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Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 39961 |
cc-in-codex
Claim
Enables Codex to manage a local Claude Code companion through MCP, implementing…
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| 39962 |
evolution-api-mcp-server
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Enables WhatsApp messaging and management through the Evolution API, supporting…
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| 39963 |
xxx
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| 39964 |
Commercializer
Claim
Commercial strategy for medical device and life-science companies, read from th…
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| 39965 |
Enables AI assistants to interact with Azure DevOps through an MCP server with …
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| 39966 |
Vedic astrology (Jyotish): birth charts, divisional charts, dashas, yogas, tran…
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| 39967 |
mcp-tech-feeds
Claim
Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF fee…
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| 39968 |
Compeller
Claim
Create and track AI music videos and audio-reactive visuals from songs.
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| 39969 |
Solutions journalism podcast (FR): ecology, climate, society. Search, transcrip…
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| 39970 |
gogcli-mcp-docs
Claim
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
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| 39971 |
agentsafe
Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
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| 39972 |
Enables AI assistants to manage architectural decisions through CRUD operations…
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| 39973 |
PATK MCP Server
Claim
Filters verbose terminal output from commands like npm install, pip install, do…
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| 39974 |
ShipScreens MCP Server
Claim
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
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| 39975 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 39976 |
AEC Model Bridge
Claim
Independent MCP integration for Autodesk Revit software through a local bridge.
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| 39977 |
alces-mcp
Claim
Alces for Jira Data Center — MCP server bridging Jira DC/JSM with AI agents
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| 39978 |
CodeSift
Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
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| 39979 |
MCP Server
Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
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| 39980 |
modforge
Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
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| 39981 |
Yarr MCP
Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
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| 39982 |
GitHub PR Review MCP
Claim
An MCP server that collects Pull Request comments from private GitHub repositor…
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| 39983 |
oura-mcp
Claim
Enables users to query their Oura Ring data (sleep, readiness, activity, heart …
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| 39984 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 39985 |
Okareo
Claim
Simulation, evaluation and monitoring for voice agents.
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| 39986 |
AbletonMCP
Claim
Connects Ableton Live to Claude AI through the Model Context Protocol, enabling…
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| 39987 |
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 …
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| 39988 |
iOS dopamine detox app with social media blocking and screen time tools.
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| 39989 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 39990 |
mcp-n8n
Claim
An MCP server for N8N that allows users to build, manage, and execute workflows…
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| 39991 |
agents-chat-mcp
Claim
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
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| 39992 |
GGB Web MCP
Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
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| 39993 |
openinterp-mcp
Claim
MCP server for mechanistic interpretability research, enabling agents to drive …
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| 39994 |
An MCP server that provides real-time IBM Quantum device data including queue d…
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| 39995 |
flomo-mcp
Claim
A simple notes MCP server with resource access, note creation tool, and summary…
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| 39996 |
caelian
Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
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| 39997 |
ghed-mcp
Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
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| 39998 |
stockprice-mcp
Claim
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
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| 39999 |
sibyl-memory-mcp
Claim
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
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| 40000 |
A visual web interface and MCP server for managing Claude MCP Skills, enabling …
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