MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44351 |
agent-pool-mcp
Claim
Multi-agent orchestration server that enables parallel task delegation, sequent…
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| 44352 |
mcp-noaa-tides
Claim
MCP server that provides access to NOAA Tides & Currents data including tide pr…
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| 44353 |
mcp-outlook-mail
Claim
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
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| 44354 |
fhir-ig-rag
Claim
Provides FHIR Implementation Guide facts via MCP tools, enabling querying of mu…
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| 44355 |
MCP Neurolora
Claim
An intelligent MCP server that provides tools for code analysis using OpenAI AP…
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| 44356 |
elimu-mcp
Claim
MCP server for Kenya education — school registry, KCSE/KCPE results, HELB stude…
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| 44357 |
repl-mcp
Claim
Enables creation and management of persistent REPL sessions for various languag…
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| 44358 |
youtube-watchlater-mcp
Claim
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
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| 44359 |
PixelLabRat
Claim
MCP server for generating style-consistent pixel art assets from PixelLab API, …
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| 44360 |
XGR MCP Gateway
Claim
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
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| 44361 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control Unreal Engine through a native C++ Automation …
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| 44362 |
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
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| 44363 |
utsunomiya-mcp-server
Claim
Enables querying Utsunomiya city's open datasets using natural language, with f…
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| 44364 |
ts-mcp-starter
Claim
A weather simulation MCP server that provides deterministic mock weather data f…
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| 44365 |
Enables AI assistants to query Google Analytics accounts, properties, and run r…
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| 44366 |
etherscan-mcp-server
Claim
Provides MCP tools to query Etherscan for Ethereum blockchain data—ETH balances…
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| 44367 |
Rockfish MCP Server
Claim
Enables interaction with the Rockfish AI platform for synthetic data generation…
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| 44368 |
mcflux
Claim
Read-only MCP server for InfluxDB v1 that lets Claude query and explore time-se…
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| 44369 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 44370 |
gov-mcp
Claim
An MCP server that enforces runtime governance on AI agent actions — file acces…
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| 44371 |
headlo-mcp
Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
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| 44372 |
kip-mcp-server
Claim
An MCP server that lets an AI assistant look at your boat's Signal K data and h…
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| 44373 |
Loomem
Claim
{
"mcpServers": {
"loomem": {
"command": "loomem-cli",
"args": ["mcp-stdio", "-…
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| 44374 |
PostgreSQL MCP Server
Claim
Enables AI agents to inspect and query PostgreSQL databases safely, with featur…
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| 44375 |
Developer Context Agent
Claim
A token-efficient, codebase-aware AI agent runtime that provides MCP tools for …
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| 44376 |
freegamestore-mcp
Claim
Enables building, publishing, and improving PWA games from your editor by scaff…
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| 44377 |
Adology AI
Claim
Perplexity for social: ask what competitors are running across social and get a…
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| 44378 |
truss-mcp
Claim
Truss MCP Server enables cross-organization evidence coordination via the Model…
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| 44379 |
Deploys an open-source integration layer for AI agents (Executor) to Cloudflare…
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| 44380 |
Resume Optimizer Pro
Claim
Resume Optimizer Pro is resume building and optimization software that enhances…
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| 44381 |
wyt-mcp
Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
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| 44382 |
echonetlite-mcp
Claim
Enables control of ECHONETLite home automation devices like air conditioners an…
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| 44383 |
mcp-web-fetch
Claim
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
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| 44384 |
bim-change-engine
Claim
Provides a change-intelligence layer for BIM models, enabling diff analysis of …
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| 44385 |
my-mcp-server
Claim
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
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| 44386 |
MCPJuliaServer
Claim
A Julia-based MCP server providing tools for database operations, file manageme…
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| 44387 |
Doubao Vision MCP Server
Claim
Enables image understanding using Doubao vision models via MCP, supporting loca…
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| 44388 |
MCP Agent Bridge
Claim
An agent gateway that aggregates multiple local MCP servers into a single MCP e…
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| 44389 |
PostgreSQL MCP Server
Claim
Enables AI assistants to execute SQL queries and inspect PostgreSQL database sc…
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| 44390 |
Occam
Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
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| 44391 |
srs-mcp
Claim
Enables agents to perform spaced-repetition learning with FSRS scheduling, incl…
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| 44392 |
Ramoira MCP Server
Claim
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
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| 44393 |
CodeGraph
Claim
Supercharges AI coding agents with semantic code intelligence, providing pre-bu…
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| 44394 |
mcp-easy-installer
Claim
A robust MCP server with tools to search, install, configure, repair, and unins…
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| 44395 |
ibkr-mcp
Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
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| 44396 |
Agent Social MCP
Claim
A social protocol for AI agents to communicate with each other through a centra…
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| 44397 |
mcp-memory-vault
Claim
A self-hosted memory layer for Claude using plain markdown files, enabling pers…
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| 44398 |
mcp-server-justlend
Claim
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
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| 44399 |
seoradar-mcp
Claim
Enables SEO audits and URL monitoring via the SEO Radar API from any MCP-compat…
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| 44400 |
Enables searching and bidirectional mapping of 1,451 security controls across 2…
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