MCP Server Quality Scores

Independent quality analysis of 60909 public MCP servers

60909
Discovered
29952
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60851
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
60852
intent-driven-software
idf-mcp Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
N/A N/A
60853
katha-begin
HoudiniMCP Claim
Connects Claude AI to Houdini through the Model Context Protocol, enabling dire…
N/A N/A
60854
brianhuster
A Model Context Protocol server for Neovim that provides LSP-based symbol tools…
N/A N/A
60855
rob-long
Enables AI-powered debugging through structured logging with pattern recognitio…
81
60856
wilfoa
Multi-language MCP debugger for AI agents that supports Python, JavaScript/Type…
N/A N/A
60857
greglas75
CodeSift Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
N/A N/A
60858
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
60859
kushalkachari993-dev
A reusable MCP server for Fly.io offering utility tools including weather, web …
60860
janbruinier
MCP server for GDPR compliance checks. Analyze data processing activities, asse…
N/A N/A 95
60861
NoManNayeem
An unofficial MCP server for Google Docs that lets large language models secure…
N/A N/A
60862
rycurc
Glystn Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
N/A N/A 95
60863
CoWork-Human-Agent-Protocol
Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools imple…
N/A N/A
60864
ALWcreations
Geobed Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
N/A N/A 95
60865
palolxx
An MCP server implementation that allows using Google's Gemini AI models (speci…
81
60866
aibenyclaude-coder
Kira Claim
Automatically provides AI agents with proven instructions and past failure warn…
N/A N/A
60867
zhitongblog
SoloMD Claim
A free, open-source Markdown editor with a bundled MCP server (stdio, read-only…
N/A N/A
60868
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
60869
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
60870
dyanko89
asana-mcp Claim
Enables to interact with Asana through Claude, with read and write tools for ta…
81
60871
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
60872
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
N/A N/A 95
60873
Marcwarn
This MCP server provides critical evidence assessment for organization-design, …
60874
vanmoose
mcp-server Claim
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
N/A N/A 83
60875
taddiemason
A Docker-based MCP bridge that enables AI agents to access ConnectWise Manage d…
60876
jerelvelarde
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
N/A N/A
60877
purplegrain
Purple Grain Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
60878
renga92
High-strategic intelligence platform for life sciences that enables real-time c…
N/A N/A
60879 N/A N/A 95
60880
novuhq
Enables AI agents to interact with Novu's notification system, facilitating ope…
81
60881
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
60882
wraelen
FramesCLI Claim
Make videos AI-readable. Extract timestamped frames and transcripts from any vi…
N/A N/A 95
60883
MCP-Mirror
Provides real-time financial data from Yahoo Finance, enabling stock price look…
81
60884
intbjw
MCP server for querying the FOFA API, enabling network asset search and account…
60885
hc0061365
A simple MCP server that provides greeting tools such as hello and greet_multip…
N/A N/A
60886
seeker-wen
A powerful and flexible package designed to simplify HTTP/HTTPS requests by aut…
60887
rich7420
surveyHelper Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
N/A N/A 95
60888
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
60889
metalevel-tech
MCP server for image optimization, conversion, AI generation, and gallery manag…
81
60890
arsonx-dev
Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.
N/A N/A 83
60891
yauhen-l
Text2Event Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
60892
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
60893
UzunGridera
Provides AI-powered access to Turkish building regulations, architectural stand…
60894
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
60895
mcpflow
Provides real-time access to Singapore's Land Transport Authority data, includi…
60896
senseiBas
Enables AI assistants to search, read, and append content to notes in an Obsidi…
N/A N/A
60897
itto-ki
An MCP server that provides technical consultation, code review, and code expla…
N/A N/A
60898
WiFiWithoutWalls
A hosted MCP server that enables AI agents to interact with the Starlink Enterp…
60899
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
60900
ktmcp-cli
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
N/A N/A
Showing 60851–60900 of 60909 servers