MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53401
YanKe1816
Validates submitted fields against required field names and returns structured …
53402
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
53403
lmendezz
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
N/A N/A
53404
thehesiod
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
N/A N/A
53405
keerthivanan
Enables natural language queries to a company database through the Model Contex…
N/A N/A
53406
IronAdamant
trammel Claim
AI task planner for coding assistants that breaks goals into ordered steps, ver…
N/A N/A
53407
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
N/A N/A
53408
segalz
Enables using the xAI Grok CLI as an MCP sub-agent for code review, asking ques…
N/A N/A
53409
mayai-it
Enables monitoring Italian public funding opportunities, normalizing them into …
53410
igor-safonov-git
Enables comprehensive code reviews using multiple AI models (O3, Gemini, Claude…
53411
pipeworx-io
Enables querying the EBI Expression Atlas for gene expression data across speci…
53412
elevanaltd
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
53413
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
53414
YuSahrov
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
N/A N/A
53415 N/A N/A 95
53416
rajivdatta
Enables querying multiple SQL Server, Azure SQL, or Synapse databases through a…
53417
kkk2jp
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
N/A N/A
53418
yv12
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
53419
naranmunkh
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
53420
PR-botsAI
A remote MCP server that ships procedural knowledge skills to AI agents, enabli…
53421
programmaman
dpay-mcp Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
53422
PlatAid
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
53423
1644156
提供文档智能问答的MCP服务器,支持查询知识库、获取会话历史和清理会话历史。
53424
abenke
Spotify MCP Claim
Enables searching and managing Spotify playlists, tracks, and user information …
N/A N/A
53425
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
53426
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
53427
jaysanderson
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
53428
arulrajnet
A Model Context Protocol (MCP) server example with calculator tools, built usin…
53429
dmang-dev
mcp-dolphin Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
N/A N/A
53430
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
53431
ALPHAbilal
journey-log Claim
This MCP server integrates with Journey Log to automatically document developme…
N/A N/A
53432
pinecreeklabs
Collector-car auction history, live listings, bid trails, and market statistics…
53433
mchristoffers
hafasmcp Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
53434
qinisolabs
Provides verified UK company lookup and number validation for AI agents using o…
N/A N/A
53435
ivmarcos
Provides file system operations (read, search, list) and time queries, enabling…
N/A N/A
53436
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
53437
devopam
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
53438
mcp-hub-corp
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
53439
parthamehta123
Enables AI-powered code review and improvement, including analysis, refactoring…
N/A N/A
53440
benzalglez
gymtracker Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
53441
ilker-tosun
An MCP server that provides image search capabilities via the Brave Image Searc…
53442
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
53443
ilvolodel
IRIS Legacy Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
N/A N/A 95
53444
szge
lol-wiki-mcp Claim
N/A N/A 95
53445
Milor123
A minimalist MCP server that fetches transcripts from YouTube videos using the …
53446
TegroTON
Provides read-only, real-time access to TON blockchain data including wallet ba…
53447
mzyil
A Model Context Protocol (MCP) server for Elite Dangerous that provides tools t…
53448
tsfir
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
N/A N/A
53449
cesarliws
dext Claim
Dext - Modern Full Stack Framework for Delphi
N/A N/A PA
53450
berntpopp
genefoundry Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
Showing 53401–53450 of 67226 servers