MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52351 |
playwright-mcp-mine
Claim
|
— | ||||||||
| 52352 |
cobbles
Claim
The shared task board for teams and their AI agents — connect over OAuth, every…
|
— | ||||||||
| 52353 |
Beckett — MCP for Godot
Claim
Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript E…
|
— | ||||||||
| 52354 |
ai-changelog-writer
Claim
Cloudflare Workers MCP server: ai-changelog-writer
|
— | ||||||||
| 52355 |
TradingView MCP Jackson
Claim
Enables AI assistants to control and read data from TradingView Desktop, includ…
|
— | ||||||||
| 52356 |
panther-mcp
Claim
Enables AI assistants to backtest trading strategies described in plain English…
|
— | ||||||||
| 52357 |
Gift Mate
Claim
Recommends gifts and drafts messages based on relationship, occasion, budget, a…
|
— | ||||||||
| 52358 |
x32dbg MCP Server
Claim
Connects the x32dbg debugger to Claude AI through the Model Context Protocol, e…
|
— | ||||||||
| 52359 |
godot-gut-mcp
Claim
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
|
— | ||||||||
| 52360 |
Haunt API
Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
|
— | ||||||||
| 52361 |
DeFiMind
Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
|
— | ||||||||
| 52362 |
apollo-io-mcp-server
Claim
Exposes Apollo.io API functionalities as MCP tools for people and organization …
|
— | ||||||||
| 52363 |
Zephyr Scale MCP Server
Claim
Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…
|
— | ||||||||
| 52364 |
avemguvern
Claim
Provides read-only access to the current government status of Romania via the g…
|
— | ||||||||
| 52365 |
Tiger Linear MCP Server
Claim
Provides focused tools for interacting with Linear via the Model Context Protoc…
|
— | ||||||||
| 52366 |
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
|
— | ||||||||
| 52367 |
Apptics MCP Server
Claim
Provides tools to query Zoho Apptics analytics data (crashes, devices, etc.) an…
|
— | ||||||||
| 52368 |
CasualMarket
Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
|
— | ||||||||
| 52369 |
spring-nacos-mcp
Claim
A project-aware, read-only Nacos MCP server for Spring Cloud repositories.
|
— | ||||||||
| 52370 |
necl-hn-mcp
Claim
Provides AI agents with access to Hacker News data including top stories, story…
|
— | ||||||||
| 52371 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
|
— | ||||||||
| 52372 |
Horizon
Claim
An MCP server that connects AI assistants to university D2L Brightspace and Pia…
|
— | ||||||||
| 52373 |
An MCP server for Google Workspaces.
|
— | ||||||||
| 52374 |
openai-agents-sdk-mcp
Claim
Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling…
|
— | ||||||||
| 52375 |
OpenSoul MCP
Claim
An open-source personality profiling system that enables users to record and an…
|
— | ||||||||
| 52376 |
bjn-uy-mcp
Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
|
— | ||||||||
| 52377 |
Lore
Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
|
— | ||||||||
| 52378 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
|
— | ||||||||
| 52379 |
waitbus
Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
|
— | ||||||||
| 52380 |
Tally Prime MCP Server
Claim
Enables Large Language Models to access and query Tally Prime ERP data, includi…
|
— | ||||||||
| 52381 |
TracePass
Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
|
— | ||||||||
| 52382 |
AI Agent MCP Server
Claim
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
|
— | ||||||||
| 52383 |
gmail-mcp-multi
Claim
A Gmail MCP server with native multi-account support, enabling management of mu…
|
— | ||||||||
| 52384 |
mcp-read-only-sql
Claim
Provides secure read-only SQL access to PostgreSQL and ClickHouse databases wit…
|
— | ||||||||
| 52385 |
Arcane RMCP
Claim
Arcane Docker and Compose management over MCP and CLI with authenticated stdio …
|
— | ||||||||
| 52386 |
backchannel
Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
|
— | ||||||||
| 52387 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
|
— | ||||||||
| 52388 |
local-mcp-server
Claim
Exposes local file I/O, a restricted shell whitelist, and SQLite helpers for sa…
|
— | ||||||||
| 52389 |
Open Parliament MCP
Claim
A thin MCP connector to UK Parliament's public APIs and Members OData endpoint,…
|
— | ||||||||
| 52390 |
An MCP server that provides AI-powered image generation through Google Gemini m…
|
— | ||||||||
| 52391 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
|
— | ||||||||
| 52392 |
mobile-mcp
Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
|
— | ||||||||
| 52393 |
zoho-recruit
Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
|
— | ||||||||
| 52394 |
outstations-mcp
Claim
Provides access to yacht-club outstation records including size limits, rafting…
|
— | ||||||||
| 52395 |
foundrynet-geo
Claim
x402-gated geocoding + distance gateway. Tools: geocode, distance.
|
— | ||||||||
| 52396 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
|
— | ||||||||
| 52397 |
MCP server for Colombo Stock Exchange data
|
— | ||||||||
| 52398 |
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
|
— | ||||||||
| 52399 |
localhost_mcp
Claim
|
— | ||||||||
| 52400 |
Yandex Tracker MCP
Claim
Enables AI agents to manage Yandex Tracker tasks with tools for creating, readi…
|
— | ||||||||