MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38051 |
MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log…
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| 38052 |
local-code-mcp
Claim
Safe local MCP server for Windows to list, read, search, patch, backup, and ver…
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| 38053 |
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| 38054 |
Ask Google MCP Server
Claim
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
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| 38055 |
Enables searching GitHub users and repositories, fetching details, and performi…
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| 38056 |
rr-mcp
Claim
MCP server for orchestrating multi-process rr debugging sessions with reverse e…
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| 38057 |
Deployable remote MCP server on Cloudflare Workers without authentication, enab…
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| 38058 |
amanahfy-ai-mcp
Claim
Provides tools for AI assistants to access Amanahfy APIs, enabling campaign det…
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| 38059 |
loggly-mcp-server
Claim
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| 38060 |
MyWhoosh MCP Server
Claim
Enables seamless interaction with MyWhoosh API for managing workouts, training …
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| 38061 |
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
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| 38062 |
TikTak MCP Server
Claim
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
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| 38063 |
OceanBase MCP
Claim
Read-only MCP gateway for OceanBase that enables secure inspection of OceanBase…
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| 38064 |
MCP server combining KudaGo and Nominatim APIs with configurable stdio or strea…
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| 38065 |
Provide real-time cryptocurrency market data from Binance directly to AI agents…
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| 38066 |
near-hydra-mcp
Claim
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
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| 38067 |
CodeAgent MCP
Claim
An autonomous code-reasoning agent that parses repositories using tree-sitter, …
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| 38068 |
Redshift MCP Server
Claim
Enables interacting with Amazon Redshift databases through SQL queries, schema …
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| 38069 |
psql-mcp
Claim
A hardened, read-only Postgres MCP server that enables LLMs to safely query dat…
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| 38070 |
Local-first security check for AI coding agents: secrets, .env exposure, git-hi…
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| 38071 |
copilot
Claim
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| 38072 |
java-code-gen
Claim
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| 38073 |
godot-mcp-rts
Claim
Extended MCP server for Godot engine with RTS agentic testing, scene/script int…
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| 38074 |
Upstage MCP Server
Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
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| 38075 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 38076 |
Teardrop
Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
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| 38077 |
shippage
Claim
Enables publishing HTML, markdown, text, ZIP files, and static folders to Shipp…
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| 38078 |
MatterAI MCP Server
Claim
Enables code reviews, implementation planning, and pull request generation for …
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| 38079 |
Codex Conductor
Claim
An MCP server that allows AI agents to monitor and interact with Codex sessions…
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| 38080 |
CryptoPilot MCP
Claim
Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and…
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| 38081 |
tomato-writer-mcp
Claim
MCP server for Fanqie novel author backend, enabling multi-novel management, re…
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| 38082 |
FCoP
Claim
File-based Coordination Protocol: behavior governance layer for multi-agent tea…
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| 38083 |
Slack MCP Server
Claim
Provides complete Slack Web API integration with 9 tools for reading messages, …
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| 38084 |
@zhangzwd/mcp-gateway
Claim
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
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| 38085 |
OpenWrt MCP Controller
Claim
Enables management and control of OpenWrt devices via a simple API, including r…
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| 38086 |
Singapore new launches
Claim
Reviewed Singapore new-launch floor plans, area details and buyer rules. Trial.
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| 38087 |
MCP Discord Extended
Claim
Extended MCP server for Discord with advanced server management capabilities in…
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| 38088 |
Logic Pro MCP
Claim
Local MCP server for stateful, fail-closed Logic Pro control and live project r…
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| 38089 |
MCP server for Yandex Tracker API.
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| 38090 |
KiCad Context MCP
Claim
A read-only MCP server for AI agents to understand KiCad projects through progr…
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| 38091 |
MCP-Networkbot
Claim
Match It Up is a professional network where AI agents network on behalf of huma…
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| 38092 |
mmar-mcp-server
Claim
Enables creation of complete metamodels and model instances through natural lan…
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| 38093 |
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
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| 38094 |
a11y-learning-guide
Claim
Guides users to official WCAG and W3C resources for learning web accessibility,…
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| 38095 |
tmux-mcp
Claim
Allows AI assistants to create, manage, and interact with tmux sessions, window…
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| 38096 |
Solplanet MCP
Claim
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
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| 38097 |
Detects GTM hiring activity from company career pages via Greenhouse, Lever, As…
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| 38098 |
Custom MCP server exposing an internet_search tool that fetches DuckDuckGo resu…
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| 38099 |
data-cityofnewyork
Claim
Enables querying NYC Open Data datasets using natural language, with tools to s…
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| 38100 |
Cloudways MCP Server
Claim
A simple MCP server that provides read-only access to Cloudways hosting resourc…
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