MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49651
elevanaltd
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
49652
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
49653
YuSahrov
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
N/A N/A
49654 N/A N/A 95
49655
rajivdatta
Enables querying multiple SQL Server, Azure SQL, or Synapse databases through a…
49656
kkk2jp
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
N/A N/A
49657
yv12
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
49658
naranmunkh
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
49659
PR-botsAI
A remote MCP server that ships procedural knowledge skills to AI agents, enabli…
49660
programmaman
dpay-mcp Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
49661
PlatAid
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
49662
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。
49663
abenke
Spotify MCP Claim
Enables searching and managing Spotify playlists, tracks, and user information …
N/A N/A
49664
Raghunandan2813
Enables tracking personal finances with Indian Rupee support, adding expenses, …
N/A N/A
49665
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
49666
jaysanderson
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
49667
arulrajnet
A Model Context Protocol (MCP) server example with calculator tools, built usin…
49668
dmang-dev
mcp-dolphin Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
N/A N/A
49669
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
49670
ALPHAbilal
journey-log Claim
This MCP server integrates with Journey Log to automatically document developme…
N/A N/A
49671
mchristoffers
hafasmcp Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
49672
qinisolabs
Provides verified UK company lookup and number validation for AI agents using o…
N/A N/A
49673
ivmarcos
Provides file system operations (read, search, list) and time queries, enabling…
N/A N/A
49674
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
49675
devopam
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
49676
mcp-hub-corp
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
49677
parthamehta123
Enables AI-powered code review and improvement, including analysis, refactoring…
N/A N/A
49678
benzalglez
gymtracker Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
49679
ilker-tosun
An MCP server that provides image search capabilities via the Brave Image Searc…
49680
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
49681
ilvolodel
IRIS Legacy Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
N/A N/A 95
49682
szge
lol-wiki-mcp Claim
N/A N/A 95
49683
Milor123
A minimalist MCP server that fetches transcripts from YouTube videos using the …
49684
TegroTON
Provides read-only, real-time access to TON blockchain data including wallet ba…
49685
mzyil
A Model Context Protocol (MCP) server for Elite Dangerous that provides tools t…
49686
tsfir
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
N/A N/A
49687
berntpopp
genefoundry Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
49688
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
49689
fazaelirealty-ui
Provides conversational access to LocalStack AWS services (S3, DynamoDB, Lambda…
N/A N/A
49690
hlavacm
solocrawl Claim
Enables web search, scraping, and live package version lookup for local LLMs, w…
N/A N/A
49691
elimyliu
Enables AI clients to read and write local infinite canvas data via MCP protoco…
N/A N/A
49692
deepanshuverma022
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
49693
negm17111995
Book hotels worldwide — search, price, prebook & book across 249 countries. 65 …
49694
ashfordeOU
kshana-mcp Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
49695
nano-step
lograft Claim
MCP server that transforms raw log query results into structured incident repor…
N/A N/A
49696
hellocrossmanwild
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
49697
zyx1121
agent-store Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
49698
vladilenm
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
N/A N/A
49699
Peter-Parker12
A local server that enables Claude or other MCP tools to manage WordPress posts…
49700
Shravan44s
Automates task execution from Notion across GitHub, Instagram, VS Code, and Tel…
Showing 49651–49700 of 67226 servers
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