MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42951
yimajo
Enables use of the ChatGPT macOS app through the MCP protocol.
N/A N/A
42952
chrishayuk
Mechanistic interpretability MCP server wrapping chuk-lazarus, enabling model l…
N/A N/A
42953
modesty
Enables natural language interaction with ServiceNow Fluent SDK commands, API s…
42954
pipeworx-io
mcp-rcsb-pdb Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
42955
xmruuu
Enables AI assistants to search, read, and manage Zotero references locally wit…
N/A N/A
42956
satyamkumar68
Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distil…
42957
Antropov31
NotiCode Claim
Runs as an MCP server providing file system operations, shell execution, and sy…
N/A N/A
42958
LA3D
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
N/A N/A
42959
arjunprabhulal
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
42960
emaxees
Enables controlling Ableton Live from Cursor using natural language commands fo…
N/A N/A
42961
Ansvar-Systems
Query Lithuanian data protection regulations, decisions, and requirements from …
42962
Diversus23
1C MCP Proxy Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
42963
dorukardahan
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
N/A N/A 95
42964
stephenpjones
An MCP server that combines sequential thinking with persistent memory through …
42965
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
42966
borishalachev1
Connects your AI assistant to afterAI, a hosted After Effects pipeline. Edit ra…
42967
KobiHaz
An MCP server that connects to Telegram as your real user account and exposes r…
N/A N/A
42968
TechBloom-ai
swaggbot Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
42969
Asma-Amin
Helps job seekers tailor their resume and generate cover letters against a spec…
42970
magna-nz
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
N/A N/A
42971
rajvirtual
Enables AI assistants to access and analyze Oura Ring health data, including sl…
42972
thehappydinoa
wigle-mcp Claim
An MCP server that exposes WiGLE.net wardriving lookups as tools for LLMs, enab…
42973
Arcelibs
MaaMCP_CC Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
N/A N/A
42974
sinagilassi
A modular Python toolkit exposing chemical engineering calculations (thermodyna…
42975
Pallas-Labs
MCP server for controlling Apple Music on macOS via AppleScript, enabling playl…
N/A N/A
42976
kevindoni
Enables AI assistants to access Indonesian stock market data, including real-ti…
42977
sancovp
Tree-based navigation MCP that provides a single interface to explore and execu…
N/A N/A
42978
xerktech
mcp-financex Claim
Comprehensive MCP server for real-time stock, cryptocurrency, options, and fund…
42979
Benitoow
mcp-deezer Claim
Deezer MCP server for AI agents to search, manage playlists, favorites, and dis…
N/A N/A
42980
gammaremover
Removes the 'Made with Gamma' watermark from PDF and PowerPoint files exported …
N/A N/A
42981
marcelxv
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
42982
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
N/A N/A
42983
mambalabsdev
Enrich companies, discover hiring signals and find verified contacts in one act…
N/A N/A
42984
amattas
todoist-mcp Claim
Enables Claude Desktop and other MCP clients to manage Todoist tasks, projects,…
N/A N/A
42985
YElwiddi
Edit your Warcraft III maps by just talking to Claude.
N/A N/A
42986
ByTermi
MCP_Python Claim
MCP server deployed on Azure Functions that provides a LearnAgent tool to searc…
42987
teardrop-ai
Teardrop Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
42988
Loveacup
Enables AI agents to analyze images, extract text, compare images, and analyze …
N/A N/A
42989
Winter279
gobox-mcp Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
42990
wyre-technology
rootly-mcp Claim
MCP server for the Rootly incident management platform — alerts, incidents, on-…
42991
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
N/A N/A
42992
david-pivonka
Provides comprehensive access to Google Maps Platform APIs through MCP, enablin…
42993
JiHungLin
A lightweight MCP server that lets distributed AI agent teams query a designate…
42994
quanlh30504
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
N/A N/A
42995
AlanEzequiel112
MCP server that enables AI agents to perform GitHub operations like creating re…
42996
hamzakammar
Horizon Claim
An MCP server that connects AI assistants to university D2L Brightspace and Pia…
42997
Murali1889
Mursa MCP Claim
Enables Claude Code, Claude Desktop, Cursor, or any MCP-compatible client to in…
42998
glekner
IL Bank MCP Claim
Finance assistant that brings your Israeli bank data to any AI assistant, enabl…
N/A N/A
42999
madebyaram2024
An MCP server to search for photos and videos on Pexels.
N/A N/A
43000
morinooji
ls-news-mcp Claim
N/A N/A 95
Showing 42951–43000 of 67197 servers
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