MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37801
mandalazenwave
fillin Claim
81
37802
specmatic
Exposes Specmatic's API contract testing, resiliency testing, and mocking capab…
37803
bcharleson
Enables querying Google Search Console data, Core Web Vitals, and PageSpeed ins…
37804
mdl44305
A Model Context Protocol (MCP) server that converts Confluence pages into stand…
N/A N/A
37805
gzlo
rise-mcp Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
N/A N/A
37806
fifeek0
Enables full-text search and browsing of Claude.ai conversation history by inge…
N/A N/A
37807
wellWINeo
buildout-mcp Claim
An efficient MCP server for Buildin.ai that provides readonly access to search …
N/A N/A
37808
sancovp
SEED MCP Claim
SEED provides a unified interface to compound AI systems, coordinating between …
N/A N/A
37809
wasd9191
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
37810
golden-horizon
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
N/A N/A 95
37811
rpc-edge
Provides Solana infrastructure awareness including RPC health, priority fee est…
37812
galvangabriel-web
A governed MCP server for digital-forensics and incident-response (DFIR) work, …
37813
mark-o298
Enables AI assistants to manage contacts, send messages, handle conversations, …
37814
kikuovo
A local MCP server for low-token co-reading: import a book, split it into chapt…
37815
blame-today
blame-mcp Claim
Provides a self-serve recipe for agents to anonymously post and read blames on …
37816
frank-lautfm
lautfm-mcp Claim
MCP server providing access to the laut.fm Radioadmin API for managing radio st…
37817
Rubiodms
Enables AI agents to interact with GitHub via natural language, supporting repo…
37818
stanibaj
A comprehensive DNS query server that enables querying all types of DNS records…
37819
teodorofodocrispin-cmyk
veradata Claim
MCP server providing verified Latin American data via x402 micropayments. 4 MCP…
37820
themroats
An MCP server that gives AI assistants the ability to connect to, query, profil…
N/A N/A
37821
sdrpsps
towngas-mcp Claim
MCP server for querying Towngas account data, including bills, readings, and bo…
37822
theYahia
paytabs-mcp Claim
MCP server for PayTabs payment gateway (MENA region). Enables payment page crea…
37823
ArnaudRinquin
Alfraid Claim
An AI-powered TODO list MCP server with categories, timeboxing, and due dates, …
N/A N/A
37824
starecz
karea-mcp Claim 1
MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edi…
81
37825
superaihuman
MCP server for Evocrawl — search, scrape, and interact with the web.
N/A N/A 83
37826
donggyun112
Enables LLM agents to use associative memory with key/value graph-based retriev…
N/A N/A
37827
ezesc
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
N/A N/A 95
37828
wgthomas
Network capture and analysis via tshark, exposing 20 tools including composite …
N/A N/A
37829
jonasgantner
discord-mcp Claim
Comprehensive Discord MCP server with 66 tools that provides rich message conte…
N/A N/A
37830
FishyF1sh
claude-plane Claim
MCP server and automation watcher for Plane project management, enabling Claude…
37831
shen866
A universal vision MCP server that enables Claude Code and Claude Desktop to de…
37832
Mingye-Lu
acrawl Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
N/A N/A
37833
mikeysrecipes
Enables AI assistants to search and retrieve detailed package information from …
37834
berntpopp
gencc-link Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
N/A N/A
37835
pontasan
Enables AI assistants to programmatically create and manage information flow di…
N/A N/A
37836
rasvan-ghiliciu
An MCP server that lets a frontier planner (Claude Code) delegate mechanical co…
N/A N/A
37837
jackdark425
Academic paper search and retrieval MCP server integrating multiple scholarly p…
37838
isyuricunha
Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage f…
37839
dwin-gharibi
ramzinex-mcp Claim
Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing to…
37840
rriesco
Python MCP server for GitHub operations, providing native tool integration with…
37841
rimmade
Enables querying JSON/JSONL social datasets in Claude Desktop via MCP tools, us…
N/A N/A
37842
jweingardt12
baseclaw Claim
Manages Yahoo Fantasy Baseball teams via AI, allowing natural language queries …
37843
sansaks-jpg
Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-power…
N/A N/A
37844
GaoZYun
lumina-docs Claim
A structured document management system using MCP protocol to handle large requ…
N/A N/A
37845
Milli42
A privacy-first MCP server for Paperless-ngx that lets an LLM agent search, org…
37846
om-surushe
Enables AI assistants to interact with Azure DevOps through an MCP server with …
N/A N/A
37847
Vitexus
Enables AI agents to control a real web browser (Firefox) via Selenium WebDrive…
N/A N/A
37848
SimonvanAs
Enables AI-powered security scanning of codebases through conversational analys…
N/A N/A
37849
sigmade
Provides lightweight Git merge analysis with quick overviews of changes, file l…
N/A N/A
37850
dolphinquant
echolon Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
N/A N/A
Showing 37801–37850 of 67181 servers
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