MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44301
rikard2
lemonado-mcp Claim
N/A N/A 95
44302
howardpen9
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
44303
dev66613
A Node.js MCP server for filesystem operations with support for custom ignore f…
N/A N/A
44304
ishumilin
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
44305
mlawsonking
Input/output safety gate for AI agents: detect prompt-injection/jailbreak, leak…
44306
ncodeuy
medplum-mcp Claim
Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP …
44307
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
44308
RipperTs
Independent MCP service module for Poco, providing analytics and management too…
44309
audiala
Audiala Claim
Audio-guide and trip-planning tools for 1,100+ cities from Audiala. Free, no AP…
44310
timjensgrossinger
switchyard Claim
Routes coding tasks across multiple AI CLIs (Copilot, Claude Code, Gemini, etc.…
N/A N/A
44311
OzgunTurkmen
youtube-mcp Claim
Extracts and processes YouTube video content including transcripts, metadata, c…
N/A N/A
44312
DorukYelken
mdbp-server Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
44313
nguyenph88
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
N/A N/A
44314
wisesight
Enables access to Zocialeye's social media analytics API for campaign data anal…
81
44315
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
44316
lyupro
A universal MCP server that loads Markdown skills from arbitrary folders, enabl…
N/A N/A
44317
rubayatkhan
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
N/A N/A
44318
davidfstr
Revise MCP Claim
Provides tools to revise and refactor code via MCP, including moving code, inde…
N/A N/A
44319
kirakirapink
MCP server for interacting with Creo Parametric CAD software. Enables tool call…
N/A N/A
44320
Benziela
weather-mcp Claim
Provides real-time weather data and alerts from the National Weather Service AP…
44321
0xGval
MCP server providing AI assistants with tools for advanced EVM smart contract a…
44322
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
N/A N/A
44323
FootprintAI
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
44324
maxronner
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
N/A N/A
44325
fvanevski
Enables performing Google searches using the Custom Search Engine API with supp…
44326
cloud
brickdocs Claim
N/A N/A 95
44327
comet-ml
Enables interaction with Comet ML's experiment tracking platform through the Mo…
44328
dovoanhtruong
cds-kb-mcp Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
N/A N/A
44329
tobinsouth
Lets Claude search Amazon products via multiple keyword queries and present cur…
44330
slushpupie
actual-mcp Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
44331
Alec2435
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
44332
fikriaf
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
44333
aiopinions
Provides blockchain data context from Birdeye APIs for AI models via Model Cont…
44334
hholen
Headless web analytics for AI agents. 42 MCP tools for traffic, events, funnels.
N/A N/A
44335
dihannahdi
Enables AI assistants to search and analyze Google Scholar publications, author…
N/A N/A
44336
keurcien
An MCP server for Claude Desktop that allows users to query data from selected …
N/A N/A 95
44337
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
44338
wearesociety
Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …
N/A N/A
44339
alexgenovese
mcp-arxiv Claim
An MCP server that enables AI assistants to search arXiv papers, retrieve metad…
44340
iamkw0n
youtube-mcp Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
N/A N/A
44341
Ebycow
Enables LLMs to control EDCB, a broadcast recording software, allowing program …
44342
pipeworx-io
Enables querying and searching Lancaster County, Pennsylvania open geospatial d…
44343
Aidan-Kay
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
44344
sinmb79
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
44345
DedInc
agents-mcp Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
N/A N/A
44346
KyleCS0
Enables AI agents to diagnose Linux server incidents by collecting and structur…
44347
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
44348
reichaves
Connects the OpenFEC API to AI assistants for investigating US federal campaign…
44349
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
44350
u9401066
nsforge-mcp Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
Showing 44301–44350 of 66518 servers
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