MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51301
Knuckles-Team
A production-grade MCP server for downloading audio/videos from the internet, f…
51302
globodai-group
A comprehensive GitHub project dashboard for MCP that monitors multiple reposit…
51303
montaguegabe
An MCP server for the Luma Events API that enables creating, updating, and mana…
N/A N/A
51304
here-tunan
Enables AI tools to manage Anki flashcards, including deck management, card sea…
N/A N/A
51305
AiAgentKarl
Trust and reputation system for AI agents, enabling tracking, verifying, and bu…
N/A N/A
51306
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
51307
YounesBensafia
research-mcp Claim
MCP server for searching, retrieving, and extracting full-text PDFs from arXiv …
51308
tmsdnl
Implements a distributed AI worker pattern over MCP, enabling clients to regist…
51309
h34tsink
websight Claim
Enables AI agents to see, analyze, and visually verify web page changes through…
N/A N/A
51310
vercel-labs
A template for deploying an MCP server on Vercel, with example tools like roll_…
51311
wei-er582
Self-hosted MCP server that lets ChatGPT work with your local codebase through …
N/A N/A
51312
pipeworx-io
Provides access to an EVM chain registry, allowing users to browse chains, fetc…
51313
aronroyca
zoom-mcp Claim
Provides AI agents with structured access to Zoom recorded meetings, enabling s…
N/A N/A
51314 N/A N/A 95
51315
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
51316
0xDanielLopez
TweetFeed Claim
IOCs (URLs, domains, IPs, hashes) shared by the infosec community on X/Twitter.…
51317
yingkiat
Enables natural language querying of Microsoft Fabric Data Warehouses with inte…
81
51318
marcjoo1209
joo_mcp Claim
Enables natural language CRUD operations on notes by integrating FastAPI, Gemin…
N/A N/A
51319
simonrueba
Ariadne Claim
Semantic code index and gatekeeper that exposes 14 read-only MCP tools for AI a…
N/A N/A
51320
hudayiarici
Enables AI assistants to remotely control a Minecraft player, including navigat…
51321
Biological-Sovereignty-Protocol
bsp-mcp Claim
Connects AI assistants to health data via the Biological Sovereignty Protocol, …
51322
jellypod-inc
Jellypod Claim
Create, import, and publish Jellypod podcast episodes from your AI assistant.
51323
hi120ki
Enables integration with Google Cloud Vertex AI Search for enterprise search ca…
N/A N/A
51324
kmitchell
rabbitmq-mcp Claim
An MCP server for RabbitMQ that exposes the RabbitMQ HTTP API as tools, enablin…
N/A N/A
51325
Bipin-24
docs-mcp Claim
Enables querying Actian product documentation, GA4 content analytics, and Jenki…
N/A N/A
51326
Saadh05
whoop-mcp Claim
MCP server that connects Whoop fitness data to Claude, enabling natural languag…
N/A N/A
51327
andychongyz
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
51328
Arks-06
Neuro MCP V2 Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
N/A N/A
51329
nidhisharma18
A continuous integration server that automates code analysis and testing for Py…
51330
kristianedlund
Connects AI assistants to the Hardcover book library, enabling natural language…
51331
naive000
Safety-first local MCP tool gate with control plane, runtime security, and obse…
N/A N/A
51332
lolifamily
ashare-mcp Claim
A-share market data MCP server via baostock. Full-stack coverage: K-line, finan…
81
51333
kassol
mcp-searxng Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
51334
Pavankurapati03
A Python-based MCP server that provides mathematical tools like addition and ra…
N/A N/A
51335
CreedLab
Provides persistent memory, reasoning engine, agent-to-agent sharing, and immut…
51336
forterro
Enables AI models to perform IT service management operations on Freshservice, …
N/A N/A
51337
Claraxyb
Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…
N/A N/A
51338
septract
Enables interaction with the ACL2 theorem prover through 15 tools for theorem p…
N/A N/A
51339
lycheejello
acu-mcp Claim
Enables read-only analytics queries on Acumatica ERP data, including sales orde…
N/A N/A
51340
wpfyorg
A Model Context Protocol server that exposes SFTP file operations as tools, inc…
N/A N/A
51341
BillNobill
Enables AI agents to manage Jira projects and issues using natural language, in…
51342
CariotInc
Enables querying Cariot APIs for fleet management data, including alcohol check…
51343
anurag-dhamala
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
51344
pajaydev
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
N/A N/A
51345
fikriaf
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
51346
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
51347
asaramis
Search and retrieve transcripts from 488 episodes of the Big Technology Podcast…
N/A N/A
51348
jamaljsr
Model Context Protocol (MCP) server for Polar Lightning that enables AI assista…
N/A N/A
51349
Aniruddha1202
Deployable MCP server on Cloudflare Workers without authentication, enabling AI…
N/A N/A
51350
CreateWorkerAI
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
Showing 51301–51350 of 67226 servers