MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58351 |
Steep
Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
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| 58352 |
aidoo-mcp-server
Claim
MCP server for Aidoo fitness studio management software, enabling access to mem…
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| 58353 |
MCP Brain Server
Claim
Provides AI agents with a learning-based knowledge management system that store…
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| 58354 |
mcp-x-intelligence
Claim
Search viral content on X/Twitter, analyze any account, get trending topics by …
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| 58355 |
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
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| 58356 |
mcp-mysql-server
Claim
Provides a lightweight MySQL database interface via stdio, enabling query execu…
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| 58357 |
BridgeDesk
Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
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| 58358 |
news-mcp-server
Claim
A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
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| 58359 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 58360 |
astrograph
Claim
An MCP server that detects duplicate code using AST graph isomorphism, blocking…
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| 58361 |
Aiven MCP
Claim
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all fro…
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| 58362 |
code-intel MCP Server
Claim
Provides LLMs with code intelligence tools like relationship explanation, PR im…
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| 58363 |
arena-mcp
Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
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| 58364 |
Vextra MCP Server
Claim
A server based on Model Context Protocol that processes and parses design files…
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| 58365 |
shopify
Claim
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| 58366 |
oracle-models
Claim
Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …
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| 58367 |
A configurable MCP server that enables creating custom analysis tools through J…
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| 58368 |
sqli-detector
Claim
Enables AI-assisted security assessments by scanning URLs for SQL injection vul…
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| 58369 |
MCP Gateway
Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
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| 58370 |
mimo-free-api-mcp
Claim
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
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| 58371 |
deepseek-mcp
Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
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| 58372 |
Bauplan MCP Server
Claim
Enables AI assistants to interact with Bauplan lakehouse operations, including …
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| 58373 |
CallZero MCP Server
Claim
Enables AI assistants to make phone calls via CallZero service, with tools for …
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| 58374 |
everything-search-mcp
Claim
Enables AI assistants to search local files on Windows using the Everything sea…
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| 58375 |
Recall
Claim
Provides persistent, cross-session memory for AI agents, allowing them to store…
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| 58376 |
juscraper-mcp
Claim
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
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| 58377 |
remote-mcp-server
Claim
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 58378 |
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
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| 58379 |
mcp-n8n
Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
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| 58380 |
AcuityScan MCP Server
Claim
Enables AI clients to run comprehensive website scans for security, accessibili…
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| 58381 |
mcp-research-assistant
Claim
A research assistant server that enables saving, organizing, and retrieving res…
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| 58382 |
tlaplus-mcp
Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
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| 58383 |
project-brain-mcp
Claim
An MCP server that provides CLI coding agents with persistent decision memory, …
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| 58384 |
weather-mcp
Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
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| 58385 |
Enables arithmetic operations (add, subtract, multiply, divide) through a custo…
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| 58386 |
This MCP server enables AI agents to understand and analyze electrical schemati…
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| 58387 |
gaode
Claim
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| 58388 |
My First MCP Server
Claim
Provide a simple and easy-to-run MCP server implementation that supports stdio …
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| 58389 |
things-mcp
Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
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| 58390 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 58391 |
mcp-searxng
Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
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| 58392 |
mcpCreatioServer
Claim
A Node.js MCP server that enables LLM tools to list and read local guide and pr…
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| 58393 |
Milvus Search
Claim
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
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| 58394 |
remote-mcp-oauth-github
Claim
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
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| 58395 |
HongKongAddressMCP
Claim
Enables Hong Kong address lookup and correction using government data, with fuz…
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| 58396 |
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn pro…
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| 58397 |
Enables AI agents to connect and interact with common business platforms like S…
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| 58398 |
A Model Context Protocol server that enables Claude to help developers implemen…
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| 58399 |
Region Weather
Claim
Provide accurate and up-to-date weather information for any city or region worl…
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| 58400 |
mnemostack
Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
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