MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52901
bdelanghe
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
N/A N/A
52902
pandolfipedro
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
N/A N/A
52903
pickstar-2002
Enables extracting screenshots from video files at specific timestamps or inter…
N/A N/A 95
52904
0xMihirK
Hercules MCP Claim
Enables AI agents to perform professional penetration testing through a contain…
N/A N/A
52905
mundurragacl
An MCP server that enables AI assistants to interact with Amazon Connect contac…
52906
alirezahamid
Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…
52907
DSXiangLi
Enables LLMs to execute Python code in isolated sandboxes with file operations …
81
52908
WhileTrueBlackObelizk
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
N/A N/A 95
52909
1102tools
Enables interaction with the Regulations.gov API to search federal rulemaking d…
81
52910
lucasgerads
spicelib-mcp Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
N/A N/A
52911
zhanglc
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
52912
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
52913
Smecha10
An MCP server that lets AI agents design complete websites and generate import-…
52914
N283T
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
N/A N/A
52915
SirinivasK
chron Claim
A timestamped audit trail for every AI conversation — stored locally, owned by …
52916
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
N/A N/A 95
52917
dwin-gharibi
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
52918
bendza
Jobless MCP Claim
Personalized job search inside Claude. Get ranked job matches based on your act…
81
52919
opendata-kr
MCP server that wraps the Korean government's '나라장터 사전규격정보서비스' API, enabling na…
52920 N/A N/A 95
52921
wyre-technology
itglue-mcp Claim
A Model Context Protocol server that provides Claude with access to IT Glue doc…
52922
bitgett
q402-mcp Claim
Q402 — gasless payments on 11 EVM chains + CCIP bridge (eth/avax/arbitrum). San…
N/A N/A
52923
ingpoc
A Model Context Protocol (MCP) server for interacting with MongoDB stock data t…
N/A N/A
52924
iapke486-arch
Enables querying restaurant information in Daejeon, South Korea, through the ci…
52925
a-kamari
Provides read-only access to the Planning Center People API, enabling natural l…
52926
jnMetaCode
skillet Claim
Enables AI agents to discover, install, and manage SKILL.md skills from a Git-b…
N/A N/A
52927
Claynsn
Minimal MCP server (~250 lines TS) for ERC-8004 agent discovery + x402 payment.…
N/A N/A
52928
qelos-io
A stdio MCP proxy that connects to one or more upstream MCP servers and exposes…
N/A N/A
52929
coreyepstein
A Gmail MCP server for Claude Code that enables full email management across mu…
52930
Rumblingb
Agent wallet and budget management for AI agents
N/A N/A
52931
joe-watkins
Provides accessibility acceptance criteria for 51 web and 42 native components …
81
52932
gbram1
Hivemind Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
52933
KrishnaKakani-GitHub
A learning MCP server providing synthetic FHIR patient data with read tools and…
N/A N/A
52934
fran2018-ctrl
A basic MCP server for testing with echo, datetime, and calculator tools.
52935
chenqwwq
Enables interaction with the Telegram Bot API via the Model Context Protocol to…
81
52936
FutureEnterprises
Hands a human's working browser session — tabs, scroll positions, video timesta…
52937
jack-hack666
A three-layer funnel AI code review engine that reduces LLM token consumption b…
52938
NikolaienkoIgor
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
52939
pipeworx-io
mcp-numbers Claim
Number utilities MCP server providing base conversion, Roman numeral conversion…
52940 N/A N/A 95
52941
kanjidoc
Missive MCP Claim
Connects AI assistants to your Missive team inbox with 36 tools for managing co…
52942
qemqemqem
Connects your Amazing Marvin productivity system with AI assistants like Claude…
N/A N/A
52943
kaustubhreet
weather-mcp Claim
An MCP server that provides current weather conditions and forecasts via OpenWe…
52944
khushal1512
Enables natural language shopping through Walmart's backend API, supporting pro…
N/A N/A
52945
rohitreddynagareddy
An MCP server that connects Claude to video encoding workflows, enabling smart …
52946
eleva
A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enab…
52947
abhigya2002
Enables appending structured content to Google Docs and creating Gmail drafts t…
N/A N/A
52948
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
52949
fastmcp-me
Enables reading and sending emails via IMAP and SMTP through the MCP protocol. …
52950
jason1365
MCP server for Donetick chores management, enabling AI assistants to list, crea…
Showing 52901–52950 of 66502 servers