MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39951
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
— ○ ⏳ — N/A N/A — — —
39952
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
— ○ ⏳ — N/A N/A — — —
39953
rcoscali
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
— ○ ⏳ — N/A N/A — — —
39954
VJagiasi
Enables AI assistants to access real-time Transport for London data, including …
— ○ ⏳ — — — — — —
39955
uidaho-nsummers
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
— ○ ⏳ — — — — — —
39956
andreibesleaga
ocpi-sdk Claim
MCP server for the OCPI SDK that enables AI-assisted communication with EV char…
— ○ ⏳ — — — — — —
39957
ravigarg27
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
— ○ ⏳ — N/A N/A — — —
39958
jiridudekusy
An MCP server that lets AI assistants propose sending Signal messages, but noth…
— ○ ⏳ — — — — — —
39959
lacryptorina
vedetta Claim
x402 pay-per-call crypto & financial market sentiment, divergence & analyst rea…
— ○ ⏳ — N/A N/A — — —
39960
RPieterse
Enables agents to create, read, and modify Google Sheets using a service accoun…
— ○ ⏳ — — — — — —
39961
Terry-Wang-Lynx
cc-in-codex Claim
Enables Codex to manage a local Claude Code companion through MCP, implementing…
— ○ ⏳ — N/A N/A — — —
39962
Floryvibla
Enables WhatsApp messaging and management through the Evolution API, supporting…
— ○ ⏳ — — — — — —
39963
muellah24
xxx Claim
— ○ ⏳ — N/A N/A — 95 —
39964
Commercializer-ai
Commercial strategy for medical device and life-science companies, read from th…
— ○ ⏳ — — — — — —
39965
om-surushe
Enables AI assistants to interact with Azure DevOps through an MCP server with …
— ○ ⏳ — N/A N/A — — —
39966
WorldAstrologers
Vedic astrology (Jyotish): birth charts, divisional charts, dashas, yogas, tran…
— ○ ⏳ — — — — — —
39967
pipeworx-io
Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF fee…
— ○ ⏳ — — — — — —
39968
yakoob
Compeller Claim
Create and track AI music videos and audio-reactive visuals from songs.
— ○ ⏳ — — — — — —
39969
petitsolu
Solutions journalism podcast (FR): ecology, climate, society. Search, transcrip…
— ○ ⏳ — — — — — —
39970
chrischall
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
— ○ ⏳ — N/A N/A — — —
39971
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
— ○ ⏳ — N/A N/A — — —
39972
dk123579
Enables AI assistants to manage architectural decisions through CRUD operations…
— ○ ⏳ — — — — 81 —
39973
Dante7771
Filters verbose terminal output from commands like npm install, pip install, do…
— ○ ⏳ — N/A N/A — — —
39974
iamjamb
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
— ○ ⏳ — N/A N/A — 95 —
39975
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
— ○ ⏳ — — — — — —
39976
Sam-AEC
Independent MCP integration for Autodesk Revit software through a local bridge.
— ○ ⏳ — N/A N/A — — —
39977
alces-mcp Claim
Alces for Jira Data Center — MCP server bridging Jira DC/JSM with AI agents
— ○ ⏳ — N/A N/A — 75 —
39978
greglas75
CodeSift Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
— ○ ⏳ — N/A N/A — — —
39979
kattatzu-resources
MCP Server Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
— ○ ⏳ — — — — — —
39980
champmk
modforge Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
— ○ ⏳ — N/A N/A — — —
39981
dinglebear-ai
Yarr MCP Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
— ○ ⏳ — N/A N/A — — —
39982
aq35
An MCP server that collects Pull Request comments from private GitHub repositor…
— ○ ⏳ — — — — — —
39983
louis030195
oura-mcp Claim
Enables users to query their Oura Ring data (sleep, readiness, activity, heart …
— ○ ⏳ — — — — — —
39984
nourelhoudaas
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
— ○ ⏳ — N/A N/A — — —
39985
okareo-ai
Okareo Claim
Simulation, evaluation and monitoring for voice agents.
— ○ ⏳ — — — — — —
39986
cliffc2
AbletonMCP Claim
Connects Ableton Live to Claude AI through the Model Context Protocol, enabling…
— ○ ⏳ — N/A N/A — — —
39987
Perseus-Computing-LLC
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 …
— ○ ⏳ — N/A N/A — — —
39988
devsrodrigo
iOS dopamine detox app with social media blocking and screen time tools.
— ○ ⏳ — — — — — —
39989
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
— ○ ⏳ — — — — 81 —
39990
pauleandersonn
mcp-n8n Claim
An MCP server for N8N that allows users to build, manage, and execute workflows…
— ○ ⏳ — N/A N/A — — —
39991
gitByEOS
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。
— ○ ⏳ — — — — — —
39992
kms9
GGB Web MCP Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
— ○ ⏳ — N/A N/A — — —
39993
OpenInterpretability
MCP server for mechanistic interpretability research, enabling agents to drive …
— ○ ⏳ — N/A N/A — — —
39994
Lokesh-2025
An MCP server that provides real-time IBM Quantum device data including queue d…
— ○ ⏳ — — — — — —
39995
felix-thinkingdata
flomo-mcp Claim
A simple notes MCP server with resource access, note creation tool, and summary…
— ○ ⏳ — N/A N/A — — —
39996
mananmodi-product
caelian Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
— ○ ⏳ — N/A N/A — 95 —
39997
Decilion
ghed-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
— ○ ⏳ — — — — — —
39998
ajtgjmdjp
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
— ○ ⏳ — — — — — —
39999
marox-cyber
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
— ○ ⏳ — — — — — —
40000
Bbeierle12
A visual web interface and MCP server for managing Claude MCP Skills, enabling …
— ○ ⏳ — N/A N/A — — —
Showing 39951–40000 of 69365 servers
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