MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36901
rikachu225
An MCP server implementation that enables searching and retrieving research art…
81
36902
AviadP
Records browser interactions (clicks, DOM mutations, console logs, JS errors) v…
N/A N/A
36903
molpass
mcp-ziwei Claim
Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on bi…
N/A N/A
36904
Gareth1953
MCP server: x402-paid & free tools for AI agents — provenance, quality scoring,…
N/A N/A
36905
StefPanchana
Jira-Mcp Claim
Multi-client MCP server for Jira, enabling project and issue management for mul…
N/A N/A
36906
connerkward
Apple Notes Claim
Semantic search + connection-discovery across your own Apple Notes (bridges, sy…
N/A N/A
36907
marvin-69-jpg
etfedge-mcp Claim
Read-only MCP server for Taiwan active ETF research database, providing tools t…
36908
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
N/A N/A 81
36909
wy2payio
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
36910
gott150
obsidian-mcp Claim
N/A N/A 95
36911
antonioac1
Courier Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
36912
Regsorm
code-index Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
N/A N/A
36913
adrianlizman
Enables management of VMware vCenter and ESXi environments, including VM operat…
36914
andy78644
Enables Claude to interact with Yahoo Fantasy Baseball and Basketball leagues, …
N/A N/A
36915
hugfeature
Engram Claim
Persistent memory for AI agents with Ebbinghaus forgetting curve, semantic grap…
N/A N/A
36916
sandeep-alluru
Polaroid Claim
Visual memory for computer-use agents — stores UI screenshots as semantic scene…
36917
pawanpanpan
server Claim
N/A N/A 95
36918
uitkhoanna
Audits Ethereum/Solidity smart contracts using the Cysic Minimax model, providi…
N/A N/A
36919
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
N/A N/A 95
36920
yuga-hashimoto
A local MCP bridge that lets ChatGPT control opencode sessions for code modific…
36921
orbisapi
Browse, discover, and call 971 production APIs from Claude, Cursor, or Windsurf…
81
36922
win4r
Enables searching academic papers on arXiv and retrieving detailed information …
36923
spudmashmedia
MCP server that provides RAG-based access to Neoforge Mod API documentation, en…
N/A N/A 95
36924
brguru90
A Docker-based FastMCP server for dynamic Python code execution with support fo…
N/A N/A
36925
CodeAlanDebug
hsm-mcp Claim
Enables querying the Dutch IND public register of recognised sponsors for work/…
36926
yuga-hashimoto
LocalAnt Claim
LocalAnt is a local-first MCP gateway that lets ChatGPT control your PC through…
N/A N/A
36927
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
36928
SEKOIA-IO
Enables static analysis and patching of .NET binaries through decompilation, IL…
36929
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
N/A N/A 95
36930
Human4ik1
Enables querying Minecraft Java server status via the Model Context Protocol, d…
36931
fawaikuangtuzhangfei
MCP server for managing personal items with expiration dates, enabling AI agent…
N/A N/A
36932
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A 83
36933
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
36934
ginomoretta-creator
Enables AI agents to autonomously write, run, and debug NASA GMAT mission scrip…
N/A N/A
36935
Sorsa-io
sorsa-mcp Claim
MCP server for the Sorsa.io X/Twitter data API
N/A N/A
36936
subnetangel
ToolMux Claim
Aggregates multiple MCP servers via a single interface with token optimization …
N/A N/A
36937
achatainga
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
N/A N/A
36938
timon-strauss
Enables Claude to read, create, and edit a single pre-bound PowerPoint file via…
N/A N/A
36939
TJaraC
Enables AI IDEs to query Figma design tokens, component specs, and audit issues…
N/A N/A
36940
riccardosecchi
gem-mcp Claim
An autonomous MCP server for AI-powered software generation using Gemini and Gr…
N/A N/A
36941
FaustasRi
Hunch Claim
MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
36942
jradm87
lumberjack Claim
N/A N/A 95
36943
jonybur-oc
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
36944
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
36945
ai-engineer-devansh-singh
Stream MCP Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
N/A N/A
36946
dtjohnson83
Query OSHA safety standards (29 CFR 1910 & 1926) with plain-English summaries. …
N/A N/A 95
36947
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
36948
ByronAP
Enables AI agents to learn from their work by recording tasks, extracting patte…
N/A N/A
36949
LuciferDono
An intelligent MCP server for Google Stitch that generates production-ready UI …
36950
gnlds
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
Showing 36901–36950 of 64636 servers
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