MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38051
CROCODILE-CESM
MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log…
— ○ ⏳ — N/A N/A — — —
38052
JS190-prog
Safe local MCP server for Windows to list, read, search, patch, backup, and ver…
— ○ ⏳ — N/A N/A — — —
38053
@joeleesuh
mcp-simple-server ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
38054
gregpriday
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
— ○ ⏳ — — — — — —
38055
Uditdev21
Enables searching GitHub users and repositories, fetching details, and performi…
— ○ ⏳ — — — — 81 —
38056
jnjaeschke
rr-mcp Claim
MCP server for orchestrating multi-process rr debugging sessions with reverse e…
— ○ ⏳ — N/A N/A — — —
38057
dvc890
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
— ○ ⏳ — N/A N/A — — —
38058
ramaibrm
Provides tools for AI assistants to access Amanahfy APIs, enabling campaign det…
— ○ ⏳ — — — — — —
38059 — ○ ⏳ — N/A N/A — 95 —
38060
mywhoosh-community
Enables seamless interaction with MyWhoosh API for managing workouts, training …
— ○ ⏳ — N/A N/A — — —
38061
CSOAI-ORG
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
— ○ ⏳ — N/A N/A — — —
38062
ideaCompany
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
— ○ ⏳ — — — — — —
38063
sevoniva
Read-only MCP gateway for OceanBase that enables secure inspection of OceanBase…
— ○ ⏳ — — — — 81 —
38064
RawsTourix
MCP server combining KudaGo and Nominatim APIs with configurable stdio or strea…
— ○ ⏳ — — — — — —
38065
snjyor
Provide real-time cryptocurrency market data from Binance directly to AI agents…
— ○ ⏳ — N/A N/A — 95 —
38066
nikshepsvn
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
— ○ ⏳ — — — — — —
38067
AbhiGupta1310
An autonomous code-reasoning agent that parses repositories using tree-sitter, …
— ○ ⏳ — N/A N/A — — —
38068
tuanknguyen
Enables interacting with Amazon Redshift databases through SQL queries, schema …
— ○ ⏳ — — — — — —
38069
maxswjeon
psql-mcp Claim
A hardened, read-only Postgres MCP server that enables LLMs to safely query dat…
— ○ ⏳ — N/A N/A — — —
38070
Local-first security check for AI coding agents: secrets, .env exposure, git-hi…
— ○ — N/A N/A — 81 —
38071
kyw1419
copilot Claim
— ○ ⏳ — N/A N/A — 95 —
38072 — ○ ⏳ — N/A N/A — 95 —
38073
mikeumus
Extended MCP server for Godot engine with RTS agentic testing, scene/script int…
— ○ ⏳ — N/A N/A — — —
38074
PritamPatil2603
Enables AI assistants to extract and structure content from documents (PDFs, im…
— ○ ⏳ — N/A N/A — — —
38075
fabienbutz
A Model Context Protocol (MCP) server that provides tools for interacting with …
— ○ ⏳ — N/A N/A — — —
38076
teardrop-ai
Teardrop Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
— ○ ⏳ — — — — — —
38077
Kaka-123-D
shippage Claim
Enables publishing HTML, markdown, text, ZIP files, and static folders to Shipp…
— ○ ⏳ — — — — — —
38078
MatterAIOrg
Enables code reviews, implementation planning, and pull request generation for …
— ○ ⏳ — — — — — —
38079
yksanjo
An MCP server that allows AI agents to monitor and interact with Codex sessions…
— ○ ⏳ — N/A N/A — — —
38080
cryptopilot-tools
Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and…
— ○ ⏳ — N/A N/A — — —
38081
fuhei
MCP server for Fanqie novel author backend, enabling multi-novel management, re…
— ○ ⏳ — — — — — —
38082
joinwell52-AI
FCoP Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
— ○ ⏳ — N/A N/A — — —
38083
antonkazlouski-orca
Provides complete Slack Web API integration with 9 tools for reading messages, …
— ○ ⏳ — — — — — —
38084
zhangzwd
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
— ○ ⏳ — N/A N/A — — —
38085
dbshadow
Enables management and control of OpenWrt devices via a simple API, including r…
— ○ ⏳ — — — — — —
38086
danielkoh
Reviewed Singapore new-launch floor plans, area details and buyer rules. Trial.
— ○ ⏳ — — — — — —
38087
Kogollones
Extended MCP server for Discord with advanced server management capabilities in…
— ○ ⏳ — — — — — —
38088
MongLong0214
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
— ○ ⏳ — N/A N/A — — —
38089
MCP server for Yandex Tracker API.
— ○ — N/A N/A — 81 —
38090
yigitabi5444
A read-only MCP server for AI agents to understand KiCad projects through progr…
— ○ ⏳ — N/A N/A — — —
38091
kunalkhanna2007-sys
Match It Up is a professional network where AI agents network on behalf of huma…
— ○ ⏳ — — — — — —
38092
ProTech001
Enables creation of complete metamodels and model instances through natural lan…
— ○ ⏳ — — — — — —
38093
ZebpayRajesh
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
— ○ ⏳ — N/A N/A — 75 —
38094
burnworks
Guides users to official WCAG and W3C resources for learning web accessibility,…
— ○ ⏳ — N/A N/A — — —
38095
WENLIXIAO-CS
tmux-mcp Claim
Allows AI assistants to create, manage, and interact with tmux sessions, window…
— ○ ⏳ — N/A N/A — — —
38096
kalmma
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
— ○ ⏳ — N/A N/A — — —
38097
mambalabsdev
Detects GTM hiring activity from company career pages via Greenhouse, Lever, As…
— ○ ⏳ — N/A N/A — 83 —
38098
cakhiltej9001-source
Custom MCP server exposing an internet_search tool that fetches DuckDuckGo resu…
— ○ ⏳ — — — — — —
38099
pipeworx-io
Enables querying NYC Open Data datasets using natural language, with tools to s…
— ○ ⏳ — — — — — —
38100
aphraz
A simple MCP server that provides read-only access to Cloudways hosting resourc…
— ○ ⏳ — — — — 81 —
Showing 38051–38100 of 69419 servers
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