MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64051
davidvgilmore
Enables AI assistants to fetch top, new, best, Ask HN, Show HN, and job stories…
64052
beck-8
Enables AI assistants to read-only monitor iStoreOS/OpenWRT routers via SSH or …
N/A N/A
64053
ccc0168
Provides comprehensive architectural expertise through specialized agents, reso…
64054
opastorello
Enables AI agents to interact with the Olist ERP (Tiny) API v3, providing 168 t…
64055
coolport
latexmk-mcp Claim
An MCP server that exposes LaTeX compilation, log parsing, dependency inspectio…
N/A N/A
64056
babybuddy
Connect AI assistants to your Baby Buddy instance to log and query feedings, sl…
64057
deja111vu
docuflow Claim
Provides a unified interface for AI agents and scripts to read, create, and edi…
N/A N/A
64058
hsiangjenli
mcp-polib Claim
A Model Context Protocol server for reading, writing, and managing GNU Gettext …
N/A N/A
64059
umutckem
Enables students to securely access and manage their academic data from Isparta…
64060
Bonifatius94
myscrape Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
64061
Reaper-Forge
mrholmes Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
N/A N/A
64062
mgorabbani
askdb Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
N/A N/A
64063
Veeraj270
An MCP server that integrates with AI models to provide web search capabilities…
N/A N/A
64064
Fusingchart
Searches US colleges and scholarships using government data, enabling compariso…
64065
kWAYTV
weather Claim
Provides weather information for any city through the Model Context Protocol.
64066
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
N/A N/A
64067
DIYA73
Real-time context budget tracking for AI coding agents with token counting, loo…
N/A N/A
64068
amitds1997
Enables connecting to Amazon Redshift and executing SQL queries with read-only …
64069
cpjet64
WebAI-MCP Claim
WebAI-MCP is a comprehensive browser automation and monitoring solution that en…
N/A N/A
64070
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。
64071
adamrpostjr
sqlmate-mcp Claim
Zero-config SQL database MCP server with a browser GUI that connects Claude to …
N/A N/A
64072
NORTHTEKDevs
kryos-mcp Claim
Governed code execution for AI agents that type-checks, runs, and capability-ve…
N/A N/A
64073
bunq
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
N/A N/A
64074
kanopi
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
N/A N/A
64075
jigsgfx
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
64076
InvariantHoldings
Enables interactive Agda proof development via MCP, allowing clients to persist…
N/A N/A
64077
taimoorahmed91
Enables AI assistants to answer questions about and log a user's FitTrack fitne…
64078
xuanji86
MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to m…
N/A N/A
64079
rob-brown96cc
UniRate MCP Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
N/A N/A
64080
planetlabs
Planet MCP Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
N/A N/A
64081
pouyanafisi
gmail-mcp Claim
Enables AI assistants to manage Gmail accounts programmatically, including send…
64082
lisabrennan1996
Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, …
N/A N/A
64083
Corlzee
Streamlined MCP server with 8 essential tools for file operations, code editing…
N/A N/A
64084
Kicey
jdtls-mcp Claim
Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
N/A N/A
64085
axunrun
Exposes the official lark-cli as an MCP server, enabling agents to execute arbi…
64086
6551-Team
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
N/A N/A
64087
Augmented-Nature
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
64088
david-constantinescu
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
64089
kamilio
baby-daybook Claim
Enables interaction with Baby Daybook data through Firebase, allowing users to …
64090
chdnl0420-svg
A Unity Editor command bridge that uses JSON files under .codex/unity-commands …
N/A N/A
64091
HoareLea
revit-mcp Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
N/A N/A
64092
Zhangyoupeng1996
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
N/A N/A
64093
smartaces
render_mcp Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
64094
Blekline
Provides AI ingress governance by masking prompts, classifying risk, and enforc…
64095
AnassKartit
Enables Claude to generate and edit images using Google Gemini AI.
64096
elifbeyzatok00
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
64097
itsjoe18
skillsyncai Claim
N/A N/A 95
64098
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
81
64099
vijayaselvam
A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…
N/A N/A
64100
juansalas22
Enables validation and monitoring of analytics events in Heru, integrating with…
N/A N/A
Showing 64051–64100 of 67291 servers