MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46151
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
— ○ ⏳ — — — — — —
46152
thejaredchapman
A FastMCP server that exposes Spotify's catalog and user context as tools for C…
— ○ ⏳ — N/A N/A — — —
46153
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
— ○ ⏳ — — — — 81 —
46154
krimto-labs
krimto Claim
Open-source team memory layer for AI coding agents. Markdown files in git as st…
— ○ ⏳ — N/A N/A — — —
46155
Nodeblue-AI
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
— ○ ⏳ — N/A N/A — — —
46156
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
— ○ ⏳ — N/A N/A — — —
46157
vanekyj
licensing Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
— ○ ⏳ — — — — — —
46158
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
— ○ ⏳ — — — — 81 —
46159
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
— ○ ⏳ — — — — 81 —
46160
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
— ○ ⏳ — — — — — —
46161
Plantos-Sensor
Enables AI assistants to analyze farm locations, retrieve soil and weather data…
— ○ ⏳ — — — — — —
46162
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
— ○ ⏳ — — — — — —
46163
CSOAI-ORG
Fetch Http Claim
Enables fetching HTTP resources through the MCP protocol.
— ○ ⏳ — — — — — —
46164
FenrirDWolf
Transforms a single natural language prompt into a synchronized distribution of…
— ○ ⏳ — — — — — —
46165
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
— ○ ⏳ — — — — — —
46166
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
— ○ ⏳ — N/A N/A — — —
46167
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
— ○ ⏳ — N/A N/A — — —
46168
mirasolutions06
Self-hosted football social-media agent that drafts posts, generates assets, an…
— ○ ⏳ — N/A N/A — — —
46169
scottyphillips
Enables control of ECHONETLite home automation devices like air conditioners an…
— ○ ⏳ — N/A N/A — — —
46170
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
— ○ ⏳ — N/A N/A — 95 —
46171
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
— ○ ⏳ — — — — 81 —
46172
CSOAI-ORG
Provides a 1-line USDC paywall wrapper for any FastMCP tool using the Coinbase …
— ○ ⏳ — — — — — —
46173
DTG404
infra-mcp Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
— ○ ⏳ — N/A N/A — — —
46174
DeepTempo
Provides tools for DeepTempo AI SOC including findings and case management, inv…
— ○ ⏳ — — — — — —
46175
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
— ○ ⏳ — — — — — —
46176
VaibhavMugulavalli
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
— ○ ⏳ — N/A N/A — — —
46177
koyeliaghosh
Provides real-time stock analysis tools including price lookup, comprehensive i…
— ○ ⏳ — — — — — —
46178
raphyduck
Self-hosted scheduler using Notion as control plane and Docker container with S…
— ○ ⏳ — — — — — —
46179
ab-orbit
Enables AI agents to access Brazilian statistical, geographic, and economic dat…
— ○ ⏳ — — — — — —
46180
puxu-msft
neighbors Claim
Enables multiple Claude Code sessions to communicate and coordinate through bro…
— ○ ⏳ — N/A N/A — — —
46181
erhansiraci
Enables AI assistants to interact with Unreal Engine via Remote Control API for…
— ○ ⏳ — — — — — —
46182
kimosahy
Railroaded Claim
An MCP server enabling AI agents to autonomously play D\&D as players and Dunge…
— ○ ⏳ — — — — — —
46183
dynstat
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
— ○ ⏳ — N/A N/A — 95 —
46184
subhangadirli
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
— ○ ⏳ — — — — — —
46185
CSOAI-ORG
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
46186
EveryPageApp
EveryPage Claim
Share PDFs as tracked links and see who read them, how far they got, and where …
— ○ ⏳ — N/A N/A — — —
46187
eliu243
Connect your Oura Ring account securely in minutes. Enable authorized access to…
— ○ ⏳ — N/A N/A — 95 —
46188
aborroy
Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a l…
— ○ ⏳ — N/A N/A — — —
46189
davebream
Bullet MCP Claim
MCP server for the Bullet API, enabling management of tasks, notes, and events …
— ○ ⏳ — — — — — —
46190
Browncabinet
Hire an autonomous cold outreach agent directly inside any MCP-compatible LLM. …
— ○ ⏳ — — — — — —
46191
tiranmoskovitch-dev
Free, minimal REST API wrapper as an MCP server that lets your AI agent call an…
— ○ ⏳ — — — — — —
46192
bolivian-peru
Enables AI agents to autonomously buy and operate mobile proxies via MCP, suppo…
— ○ ⏳ — — — — — —
46193
arthur-c
Enables AI assistants to search and consult Leboncoin classified ads through th…
— ○ ⏳ — — — — — —
46194
fasterv410
logflare-mcp Claim
Enables querying and managing Logflare log sources, endpoints, and executing ad…
— ○ ⏳ — — — — — —
46195
FlashZ
adb-mcp Claim
A comprehensive MCP server for Android Debug Bridge, enabling AI agents to cont…
— ○ ⏳ — N/A N/A — — —
46196
browserkit-dev
browserkit Claim
An open-source framework for building site-specific MCP servers that run over r…
— ○ ⏳ — N/A N/A — — —
46197
letuhao
Self-hosted web search and page fetch service using SearXNG metasearch and Scra…
— ○ ⏳ — — — — — —
46198
AnanseLabs-Org
Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime,…
— ○ ⏳ — — — — — —
46199
InfraMCP
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
— ○ ⏳ — — — — — —
46200
vu1n
cocoon Claim
An MCP server that provides a single tool for discovering, auto-installing, san…
— ○ ⏳ — N/A N/A — — —
Showing 46151–46200 of 69236 servers
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