MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53501
rob-brown96cc
UniRate MCP Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
N/A N/A
53502
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
N/A N/A
53503
pouyanafisi
gmail-mcp Claim
Enables AI assistants to manage Gmail accounts programmatically, including send…
53504
xuanji86
MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to m…
N/A N/A
53505
InvariantHoldings
Enables interactive Agda proof development via MCP, allowing clients to persist…
N/A N/A
53506
lisabrennan1996
Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, …
N/A N/A
53507
kanopi
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
N/A N/A
53508
bunq
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
N/A N/A
53509
DIYA73
Real-time context budget tracking for AI coding agents with token counting, loo…
N/A N/A
53510
khirazo
A Docker-based relay service that simplifies authentication and provides audit …
N/A N/A
53511
adamrpostjr
sqlmate-mcp Claim
Zero-config SQL database MCP server with a browser GUI that connects Claude to …
N/A N/A
53512
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
53513
cpjet64
WebAI-MCP Claim
WebAI-MCP is a comprehensive browser automation and monitoring solution that en…
N/A N/A
53514
amitds1997
Enables connecting to Amazon Redshift and executing SQL queries with read-only …
53515
NORTHTEKDevs
kryos-mcp Claim
Governed code execution for AI agents that type-checks, runs, and capability-ve…
N/A N/A
53516
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
N/A N/A
53517
Fusingchart
Searches US colleges and scholarships using government data, enabling compariso…
53518
mgorabbani
askdb Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
N/A N/A
53519
CSOAI-ORG
AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Ja…
N/A N/A 81
53520
kWAYTV
weather Claim
Provides weather information for any city through the Model Context Protocol.
53521
Veeraj270
An MCP server that integrates with AI models to provide web search capabilities…
N/A N/A
53522
zenskar
Enables natural language interaction with the Zenskar billing platform, coverin…
53523
deja111vu
docuflow Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
N/A N/A
53524
Reaper-Forge
mrholmes Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
N/A N/A
53525
Bonifatius94
myscrape Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
53526
CSOAI-ORG
ip-network-ai-mcp MCP server by MEOK AI Labs
N/A N/A
53527
umutckem
Enables students to securely access and manage their academic data from Isparta…
53528
Reviewable workspace discovery and private HTML review creation via stdio MCP.
N/A N/A 81
53529
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
53530
mukung26
Enables AI assistants to send and retrieve messages, access employee informatio…
N/A N/A
53531
artvandelay
Enables AI assistants to access and query ARTPARK's public health datasets incl…
N/A N/A
53532
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for effect…
N/A N/A
53533
pipeworx-io
mcp-hash Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
53534
Semsemq
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
53535
EnrowAPI
Enables AI assistants to find and verify professional emails and phone numbers …
N/A N/A
53536
QuangThai
Enables text-only coding agents to analyze local images using a dedicated visio…
N/A N/A
53537
pmankineni
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
53538
gracelee087
An unofficial MCP server for Google NotebookLM that enables users to manage not…
N/A N/A
53539
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
53540
BernhardJackiewicz
An MCP server that adds engineering discipline to AI-assisted development, enfo…
N/A N/A
53541
lianekai
Provides table structure browsing and read-only query capabilities for DM8 data…
N/A N/A
53542
Sarks0
Enables AI assistants to analyze binaries, debug processes, and inspect kernel …
N/A N/A
53543
Qiuerjun
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
N/A N/A
53544
colapsis
transfa Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
53545
JonusNattapong
Decentralized MCP server enabling AI coding agents to communicate and coordinat…
N/A N/A
53546
wangguoxi0814
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
53547
AStheTECH
Enables interaction with Polymarket prediction markets through read-only access…
53548
fellowship-dev
Navvi Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
N/A N/A
53549
pchawla-a6su
DevDrops Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
81
53550
ellenfel
A basic Python implementation of a Model Context Protocol server for educationa…
Showing 53501–53550 of 67226 servers