MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35751
hacktivist1512
Query Grafana logs, metrics, and dashboards from Cursor. Enables the AI to call…
N/A N/A
35752
tungvt93
Provides code intelligence by indexing source code into SQLite and offering MCP…
N/A N/A
35753
varunity
MCP-Logseq Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
N/A N/A
35754
Nicvank
A local OCR MCP server that extracts text from images using PP-OCRv6 for fast t…
N/A N/A
35755
YanKe1816
Validates submitted fields against required field names and returns structured …
35756
tony2026m
MCP server for Mybatis-Flex ORM framework providing API documentation, code exa…
N/A N/A
35757
kmlarso6
Enables AI coding tools to interact with Jenkins CI instances behind Cloudflare…
35758
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
35759
lmendezz
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
N/A N/A
35760
keerthivanan
Enables natural language queries to a company database through the Model Contex…
N/A N/A
35761
IronAdamant
trammel Claim
AI task planner for coding assistants that breaks goals into ordered steps, ver…
N/A N/A
35762
segalz
Enables using the xAI Grok CLI as an MCP sub-agent for code review, asking ques…
N/A N/A
35763
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
N/A N/A
35764
igor-safonov-git
Enables comprehensive code reviews using multiple AI models (O3, Gemini, Claude…
35765
mayai-it
Enables monitoring Italian public funding opportunities, normalizing them into …
35766
thehesiod
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
N/A N/A
35767
kkk2jp
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
N/A N/A
35768
pipeworx-io
Enables querying the EBI Expression Atlas for gene expression data across speci…
35769
naranmunkh
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
35770
elevanaltd
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
35771
YuSahrov
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
N/A N/A
35772
PR-botsAI
A remote MCP server that ships procedural knowledge skills to AI agents, enabli…
35773
yv12
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
35774
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
35775 N/A N/A 95
35776
rajivdatta
Enables querying multiple SQL Server, Azure SQL, or Synapse databases through a…
35777
abenke
Spotify MCP Claim
Enables searching and managing Spotify playlists, tracks, and user information …
N/A N/A
35778
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
35779
jaysanderson
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
35780
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。
35781
arulrajnet
A Model Context Protocol (MCP) server example with calculator tools, built usin…
35782
programmaman
dpay-mcp Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
35783
PlatAid
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
35784
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
35785
dmang-dev
mcp-dolphin Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
N/A N/A
35786
ALPHAbilal
journey-log Claim
This MCP server integrates with Journey Log to automatically document developme…
N/A N/A
35787
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
35788
mchristoffers
hafasmcp Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
35789
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
35790
qinisolabs
Provides verified UK company lookup and number validation for AI agents using o…
N/A N/A
35791
ivmarcos
Provides file system operations (read, search, list) and time queries, enabling…
N/A N/A
35792
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
35793
ilker-tosun
An MCP server that provides image search capabilities via the Brave Image Searc…
35794
mcp-hub-corp
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
35795
devopam
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
35796
ilvolodel
IRIS Legacy Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
N/A N/A 95
35797
benzalglez
gymtracker Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
35798
parthamehta123
Enables AI-powered code review and improvement, including analysis, refactoring…
N/A N/A
35799
TegroTON
Provides read-only, real-time access to TON blockchain data including wallet ba…
35800
Milor123
A minimalist MCP server that fetches transcripts from YouTube videos using the …
Showing 35751–35800 of 67181 servers
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