MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40451 |
Enables querying DuckDuckGo Instant Answer API for search results.
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| 40452 |
Linear MCP Server
Claim
Enables Claude to interact with Linear tasks and issues via MCP tools for retri…
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| 40453 |
Synaptex
Claim
Syncs CLAUDE.md files across repos, builds a semantic index, and exposes search…
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| 40454 |
ContextAtlas
Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
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| 40455 |
Provides access to aviation weather data from aviationweather.gov, enabling LLM…
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| 40456 |
SERVER-MCP
Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
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| 40457 |
Deutsche Bahn MCP Server
Claim
Provides unified access to Deutsche Bahn APIs for real-time railway data, stati…
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| 40458 |
openstreetmap-mcp-server
Claim
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
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| 40459 |
Prospector MCP
Claim
Finds and verifies business email addresses using DNS/SMTP verification and web…
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| 40460 |
GraphJin
Claim
Enables AI assistants to query databases using natural language, with automatic…
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| 40461 |
D3 MCP Server
Claim
Provides D3 visualization documentation, chart recommendations, and code genera…
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| 40462 |
CBT Agent Helper
Claim
An MCP server that enables AI agents to engage in structured deep thinking and …
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| 40463 |
EARLY App MCP Server
Claim
An MCP server that provides AI assistants with access to the EARLY time trackin…
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| 40464 |
MCP Database Manager
Claim
Enables AI assistants to interact with and manage multiple database types (Post…
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| 40465 |
ctfd-mcp
Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
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| 40466 |
Influship
Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
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| 40467 |
legado-mcp-server
Claim
Enables interaction with Legado Web API via MCP, allowing AI-assisted debugging…
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| 40468 |
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
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| 40469 |
Enables querying and retrieval of structured video summaries from a SQLite know…
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| 40470 |
copilot-status-mcp
Claim
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
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| 40471 |
Tilt MCP Server
Claim
Enables LLMs and AI assistants to interact with Tilt development environments, …
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| 40472 |
Provides a standardized interface for interacting with Unipile's tools and serv…
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| 40473 |
memmd-mcp
Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
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| 40474 |
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
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| 40475 |
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
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| 40476 |
Automates sales data analysis by cleaning CSV, generating AI insights, creating…
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| 40477 |
bitbank-lab-mcp
Claim
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
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| 40478 |
mcp-bot-crawler
Claim
Discovers, identifies, and governs bots on your website with MCP tools for scan…
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| 40479 |
CodePeel MCP Server
Claim
Enables AI agents to review code diffs for bugs, security issues, and bad patte…
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| 40480 |
AAP MCP Server
Claim
Enterprise-grade MCP server exposing Ansible Automation Platform 2.x as a compl…
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| 40481 |
yt-dlp-mcp-server
Claim
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
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| 40482 |
Anime.js MCP Server
Claim
Provides AI assistants with comprehensive access to the Anime.js animation libr…
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| 40483 |
Car Price MCP Server
Claim
Provides Brazilian vehicle price information using FIPE API, enabling users to …
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| 40484 |
mcp-server-polarion
Claim
A Model Context Protocol (MCP) server for Polarion ALM. Lets AI assistants read…
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| 40485 |
Domino MCP Server
Claim
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
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| 40486 |
A comprehensive Model Context Protocol server providing full CRUD operations fo…
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| 40487 |
lark-mcp
Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
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| 40488 |
dynadot-mcp
Claim
MCP server for Dynadot API to manage domains, DNS, contacts, nameservers, folde…
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| 40489 |
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
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| 40490 |
CMR Client Health
Claim
Enables client success teams to get instant, natural-language health reads on c…
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| 40491 |
FreeCAD MCP
Claim
Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creati…
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| 40492 |
MCP Job Matching Server
Claim
An MCP server that enables AI agents to evaluate candidate-job fit by calculati…
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| 40493 |
remote-mcp-server
Claim
A TypeScript-based MCP remote server with HTTP transport, token authentication,…
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| 40494 |
MCP Officegest
Claim
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
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| 40495 |
@focus-mcp/cli
Claim
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
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| 40496 |
MCP Kandinsky
Claim
MCP server that generates images from text prompts using the Kandinsky AI via o…
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| 40497 |
SuperBox Executor
Claim
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
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| 40498 |
n2n-memory
Claim
Persists AI's cognitive fragments as a knowledge graph within each project dire…
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| 40499 |
DOL WHD MCP
Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
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| 40500 |
Modular RAG MCP Server
Claim
Converts unstructured documents into a searchable knowledge base and exposes re…
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