MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58401
xlfish233
Memvid MCP Claim
MCP server providing cognitive memory storage with dual memory system (project …
N/A N/A
58402
imatiach-msft
teams-mcp Claim
Enables interaction with Microsoft Teams chats and channels using official Micr…
58403
laiyenju
Enables querying Figma Config 2026 sessions, speakers, and agenda via Claude wi…
58404
arq0017
A backend server that interacts with the Instagram Graph API to fetch post enga…
58405
matematicsolutions
ch-eli-mcp Claim
MCP server for Swiss federal legislation metadata via Fedlex, enabling search a…
N/A N/A
58406
matematicsolutions
hr-eli-mcp Claim
Fetches Croatian legislation from the Narodne novine official gazette with Euro…
58407
trashchenkov
Checks text for AI generation using GigaChat API, enabling integration into AI …
58408
iamhsuliheng
book-mcp Claim
A service that lets readers chat with fictional characters from novels, where t…
58409
cpenniman12
text2sql-mcp Claim
Enables natural language querying of SQL databases by allowing the agent to exp…
58410
Tempguru-co
MCP server for W-2 event staffing across 300+ US and Canadian markets. Five rea…
58411
gopalcnepal
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
58412
aurynsinclair
MCP server for generating images using Gemini, supporting multiple aspect ratio…
58413
povesma
A PostgreSQL MCP server for AI agents that streams large result sets to CSV, en…
58414
antoniovuono
cartola-mcp Claim
Connects Claude to Cartola FC, enabling queries about matches, player scores, a…
58415
jissp
Provides real-time Korean stock market data, including stock prices, rankings, …
58416
SOCTeam-ai
Enables users to retrieve and display CVE vulnerability information from the Na…
58417
Kavishankarks
Enables AI assistants to safely interact with the file system through a set of …
N/A N/A
58418
marc-shade
Defense-grade cryptographic compliance and analysis tools for MCP, including FI…
58419
GeObts
memo-mcp Claim
Enables AI agents to attach on-chain memos to payments on Base using the $MEMO …
58420
pipeworx-io
Geographic coordinate math MCP server providing great-circle distance, destinat…
58421
jblanco384
A Model Context Protocol (MCP) server that enables AI agents to interact with I…
58422
pipeworx-io
Enables searching and querying City of Fontana, California open geospatial data…
58423
Denuwanhh
Enables natural language querying of PostgreSQL databases under read-only mode,…
N/A N/A
58424
lxchx
umbra Claim
Stealth Chrome MCP server for AI agents providing 77 tools, perfect bot detecti…
58425
LizardLiang
Enables AI agents to read and edit entity-relationship diagrams and SQL databas…
58426
alliance-genome
Enables interaction with PostgreSQL databases via psql, supporting SQL queries,…
N/A N/A
58427
lizhipay
Claude MCP Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
N/A N/A
58428
jpbester
Enables AI agents to generate images and text using Pollinations.ai, with SSE s…
N/A N/A
58429
Crawlora-org
crawlora-mcp Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
58430
selfagency
git-mcp Claim
Enables AI agents to perform full Git operations including branching, committin…
N/A N/A
58431
mertcanvural
Runs the free, independent before/after accessibility-overlay witness on any pu…
58432
ClewCode
MCP CoCo Claim
Bridges OpenClaw and Hermes Agent to enable messaging, multi-turn conversations…
N/A N/A
58433
crosmos-labs
MCP server for the Crosmos memory layer, enabling semantic, keyword, and graph …
58434
Obidel
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other …
58435
scheidydude
codeindex Claim
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted d…
N/A N/A
58436
jaingxyz
Enables managing Gmail inbox and Google Calendar through MCP, with tools for em…
N/A N/A
58437
JoJoLaBagarre
MCP server connecting AI assistants to official France Travail APIs for real-ti…
58438
pastukhov
opds-mcp Claim
An MCP server that lets an LLM browse, search, and download books from OPDS cat…
N/A N/A
58439
NeuZhou
MCPHub Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
81
58440
aboomar26
A weather MCP server that geocodes city names and fetches live weather from Ope…
58441
muhammadchhota
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
58442
GiantBeaver9
api-mcp Claim
Enables LLMs to make arbitrary HTTP API requests with any method and full contr…
58443
mirceaion
Enables AI assistants to create, update, and query Redmine issues and projects …
N/A N/A
58444
greyfieldsoftwaresolutions
Exposes a fictional B2B CRM database (companies, contacts, deals) as callable M…
N/A N/A
58445
matanSht
WebControl Claim
Headless browser automation for LLM agents via REST API or MCP tools. Enables n…
N/A N/A
58446
SafeBreach
Bridges AI agents with SafeBreach's Breach and Attack Simulation platform, enab…
58447
scairnx
mcp-saphana Claim
MCP server for SAP HANA enabling querying, schema exploration, and bulk data ex…
58448
whmathews15
Provides programmatic access to Google NotebookLM through the Model Context Pro…
58449
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
N/A N/A 95
58450
ExpediaGroup
MCP server for Expedia travel recommendations. Enables LLMs to search hotels, f…
Showing 58401–58450 of 66484 servers