MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37051
nerdalytics
Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox re…
N/A N/A
37052
linzk-bit
A local MCP server for reading, writing, and executing Jupyter notebooks using …
N/A N/A
37053
CaptainJi
Enables LLMs to execute CLI commands and scripts for system deployment and mana…
37054
0dust
okfy Claim
Enables AI agents to search, read, and traverse documentation bundles in Open K…
N/A N/A
37055
fumiyoshi-shoji
fugaku-mcp Claim
MCP server for the Fugaku supercomputer that enables natural language job submi…
N/A N/A
37056
KorroAi
Real-time Solana pump.fun token scanner with MCP stdio transport and HTTP API. …
37057
digitalaiseo
GSC-MCP Claim
Enables natural language analysis of Google Search Console data through Claude,…
37058
llmops-pro
nwc-mcp Claim
MCP server exposing a Lightning wallet to LLM agents over Nostr Wallet Connect …
37059
kamusis
Enables full read-write access to PostgreSQL databases with transaction managem…
37060
cbellbell-spin
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
N/A N/A
37061
Try3D
JupyterMCP Claim
Enables AI agents to create, read, edit, and execute Jupyter notebook cells, ma…
N/A N/A
37062
Rethunk-AI
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
N/A N/A
37063
MIPyao
Provides various developer utilities such as UUID generation, timestamp convers…
37064
robertruben98
Provides context compression via the tokenslim engine, enabling MCP hosts to re…
N/A N/A
37065
Ambrose1
AI-powered video clipping server that analyzes subtitles and audio to detect hi…
N/A N/A
37066
imjac0b
hko-mcp Claim
Provides tools to access Hong Kong Observatory open data, including weather for…
37067
matematicsolutions
mcp-eureka Claim
MCP server for searching and retrieving over 550,000 Polish tax documents from …
37068
erhankeseli
An MCP server that gives AI assistants direct access to SAP HANA performance da…
37069
standingwave
history-rag Claim
Local semantic search over Claude Code sessions and shell command history, expo…
N/A N/A
37070
jananadiw
codex-tldraw Claim
A Codex stdio MCP server that generates simple tldraw product workflow diagrams…
N/A N/A
37071
datacraftdevelopment
Enables Claude to interact with FileMaker databases through the FileMaker Data …
N/A N/A
37072
Kreo-one
A server template for deploying MCP servers on Cloudflare Workers with OAuth au…
N/A N/A
37073
cirwel
UNITARES Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
37074
gravik123
mcp_project Claim
N/A N/A 95
37075
richardsondx
mailforce Claim
Mailforce is an MCP server that provides a policy layer for AI agents to safely…
37076
yusufekorman
Enables Claude or other MCP clients to interact with WhatsApp through the WAHA …
N/A N/A
37077
mirceaion
Enables AI assistants to create, update, and query Redmine issues and projects …
N/A N/A
37078
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
37079
DACdigital
Enables interactive sales data exploration within Claude through a dynamic dash…
N/A N/A
37080
signalclaude
outpost Claim
Enables interaction with Microsoft Outlook services (Tasks, Calendar, Email, Co…
37081
edum-compassuol
Enables AI tools to query Brazilian addresses by CEP or search CEPs by address …
N/A N/A
37082
agustinvalencia
Python MCP server for programmatic access to markdown-based knowledge vaults, e…
N/A N/A
37083
billyhargroveofficial
tggroupMCP Claim
Enables interaction with Telegram groups via MTProto, including message retriev…
N/A N/A
37084
cbreland-DLR
FS_MCP_thin Claim
A read-only MCP server that connects AI assistants to Freshservice Service Desk…
37085
agaonker
Provides tools for file system operations and text generation using OpenAI-comp…
37086
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
37087
dsoziev1
MCP server that provides access to Auth0 Management API v2, offering read-only …
37088
uno-km
A serverless-accelerated hybrid development platform that minimizes dependencie…
N/A N/A
37089
dasein108
An MCP server that gives an LLM agent a typed, audited tool surface over quant …
N/A N/A
37090
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
37091
Ramakrishnan24689
Agent 365 Claim
An authenticated MCP app that calls Microsoft Graph API via OBO flow and render…
37092
Opedd
Licensed, rights-cleared content for AI agents - verifiable license keys + EU A…
37093
ex-takashima
Enables image generation and editing using Google Vertex AI's Imagen API throug…
37094
sixtdreanight
Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) wi…
N/A N/A
37095
YohadH
Provides MCP tools for cost-optimized memory management in AI agent teams, enab…
N/A N/A
37096
charlesdove977
MCP server for Google Gemini image generation with configurable model support, …
N/A N/A
37097
oscarjpicazo
spacedata Claim
Aggregated public space data — satellite orbits, catalogs and launches — as a s…
37098
pipeworx-io
mcp-data-dc Claim
Enables querying Washington DC open data from opendata.dc.gov and ArcGIS REST A…
37099
huanglixinccc
An AI-to-DB secure gateway that enables AI assistants like Claude Code to inter…
37100
jarmstrong158
clark-mcp Claim
A local, offline MCP server that provides a natural-language interface to Clark…
N/A N/A
Showing 37051–37100 of 67181 servers
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