MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34401 |
AI-DBA
Claim
Universal database copilot for diagnostics, operations, and performance analysi…
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| 34402 |
YetAnotherUnityMcp
Claim
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
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| 34403 |
Airtable MCP Server
Claim
Lets Claude read, create, update, and search records in an Airtable base using …
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| 34404 |
server-memory
Claim
A local-first MCP server for durable agent memory using SQLite and FTS5, enabli…
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| 34405 |
taiwan-isbn-mcp
Claim
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
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| 34406 |
AirTrail MCP Server
Claim
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
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| 34407 |
mcpgate
Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
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| 34408 |
SkillOps MCP
Claim
An AI-powered MCP server for EdTech teams that automates support triage, re-eng…
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| 34409 |
blob-svg-mcp
Claim
MCP server for generating organic, customizable blob shapes as SVG using sinuso…
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| 34410 |
mcp-server
Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
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| 34411 |
europepmc-mcp-server
Claim
Enables searching and retrieving biomedical literature from Europe PMC, includi…
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| 34412 |
finance
Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
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| 34413 |
mcp-postgres
Claim
Read-only PostgreSQL MCP server that enables running SELECT queries, listing ta…
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| 34414 |
yt-dlp
Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
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| 34415 |
SEC EDGAR crypto filing radar MCP with x402-paid Base USDC data URLs.
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| 34416 |
Agent Replay Debugger MCP — record every agent step + deterministic replay. Ste…
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| 34417 |
Nexus Memory
Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
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| 34418 |
mesh-memory
Claim
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes …
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| 34419 |
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
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| 34420 |
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
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| 34421 |
Checks x402 Bazaar resource listings against the public discovery catalog and f…
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| 34422 |
Emeritus MCP Server
Claim
MCP server for integrating AI models with Emeritus services, enabling user mana…
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| 34423 |
MCP Server with SSE
Claim
Enables real-time data streaming through Server-Sent Events with timestamp broa…
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| 34424 |
printscale-mcp
Claim
Upscale images to print-ready files (TIFF/PNG/JPG) via PrintScale.
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| 34425 |
trello-mcp-server
Claim
Trello Model Context Protocol (MCP) Server for AI Agents
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| 34426 |
meridian-mcp
Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
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| 34427 |
MyAITwin
Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
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| 34428 |
Synchronex
Claim
Connect any AI agent to your Synchronex workspace — portable memory, decisions,…
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| 34429 |
holidayforever
Claim
Searchable directory of Airbnb listings — discover properties and retrieve dire…
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| 34430 |
A template for deploying MCP servers to Cloudflare Workers without authenticati…
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| 34431 |
squad_up
Claim
Create events, add invitees, manage potlucks and carpools via natural language.
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| 34432 |
mcp-multi-note
Claim
An MCP server that enables AI agents to search, read, and create notes across s…
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| 34433 |
FilingFirehose
Claim
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
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| 34434 |
paper-mcp
Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
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| 34435 |
Hugging Face MCP Server
Claim
Enables access to 200,000+ machine learning models through the Hugging Face Inf…
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| 34436 |
uploadcheck
Claim
QC videos, podcasts, and clips before upload — timestamped flags with agent-rea…
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| 34437 |
MCP server that lets AI coding tools control and observe a running Node.js proc…
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| 34438 |
whoop-mcp-server
Claim
WHOOP recovery, sleep, strain, and workouts with server-side analysis: trends, …
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| 34439 |
mcp-hooker
Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
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| 34440 |
epik-gh
Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 34441 |
Standalone MCP filesystem tools server — view, edit, shell, workdir.
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| 34442 |
Farofino MCP Server
Claim
Enables smart contract security auditing using Slither, Aderyn, and custom patt…
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| 34443 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 34444 |
PayLink MCP Server
Claim
Open-source MCP server that streamlines payment integration for AI agents and f…
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| 34445 |
Doc Monitor MCP
Claim
Enables AI agents to monitor web documentation for changes, perform semantic se…
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| 34446 |
captain-search
Claim
CLI-first web and code search for agents, with MCP support for integration with…
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| 34447 |
mcp-atlassian
Claim
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| 34448 |
Enables management of Facets Control Plane projects, resources, environments, a…
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| 34449 |
localmind
Claim
A fully local AI stack that provides OpenAI/Anthropic-compatible LLM API, embed…
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| 34450 |
ftp-mcp
Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
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