MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 4 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63401 |
PasteAI
Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
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| 63402 |
mutual-review-mcp
Claim
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
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| 63403 |
mcp-taskwarrior-ai
Claim
An AI-native Taskwarrior bridge that provides natural language task management …
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| 63404 |
ComfyUI MCP
Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
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| 63405 |
GhidraMCP
Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
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| 63406 |
cc-mem-mcp
Claim
Lossless, categorized long-term memory for Claude Code (and any MCP client), ba…
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| 63407 |
GSC MCP Server
Claim
Connects MCP clients to the Google Search Console API, enabling search analytic…
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| 63408 |
peer-cli-mcp
Claim
MCP bridge for calling local coding-agent CLIs (Codex, Claude) from another age…
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| 63409 |
SearXNG-MCP
Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
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| 63410 |
Brings interactive blue-team security operations into AI hosts, enabling alert …
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| 63411 |
Crow
Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
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| 63412 |
mcp-shodan-internetdb
Claim
Enables querying Shodan InternetDB for IP address intelligence, such as open po…
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| 63413 |
appstore-connect-mcp
Claim
Enables management of App Store Connect operations such as listing apps, managi…
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| 63414 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 63415 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 63416 |
A unified MCP server for biomedical research that connects AI systems to resour…
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| 63417 |
Real-time X/Twitter social intelligence for AI agents and developers, powered b…
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| 63418 |
MCP Skills Manager
Claim
A server that serves reusable markdown skills (instructions, playbooks, referen…
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| 63419 |
Keephub MCP Server
Claim
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
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| 63420 |
An MCP server implementation in Python with placeholder tools, deployable to Az…
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| 63421 |
TiFlux MCP Server
Claim
MCP server for TiFlux that enables ticket, stage, communication, time tracking,…
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| 63422 |
database-mcp
Claim
Read-only Text-to-SQL MCP server for PostgreSQL and MySQL that lets users query…
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| 63423 |
AstraMemory Local
Claim
Local-first memory daemon for AI coding agents that captures session transcript…
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| 63424 |
Coursera MCP
Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
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| 63425 |
Enables remote MCP access to math tools with OAuth authentication, deployable o…
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| 63426 |
mcp-newsdata
Claim
Wraps the NewsData.io global news API, enabling AI agents to access and query g…
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| 63427 |
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
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| 63428 |
MindMeister MCP Server
Claim
Connects Claude to the MindMeister API v2, enabling AI-powered mind map managem…
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| 63429 |
Amazon Cart MCP Server
Claim
Enables AI assistants to interact with your personal Amazon cart through browse…
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| 63430 |
Plotter Studio
Claim
An MCP server that gives AI agents eyes and a robotic arm to compose and iterat…
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| 63431 |
Paragon MCP Server
Claim
Enables AI agents to access prebuilt actions for 130+ SaaS integrations via Par…
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| 63432 |
claude-mem-lite
Claim
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
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| 63433 |
meeting-scribe
Claim
Transcribes meeting recordings with speaker diarization and automatic speaker i…
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| 63434 |
Provides structured competitive intelligence profiles and listing capabilities …
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| 63435 |
PATK MCP Server
Claim
Filters verbose terminal output from commands like npm install, pip install, do…
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| 63436 |
mcp-adr
Claim
Enables AI assistants to create, manage, diagram, and export Architecture Decis…
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| 63437 |
Enables image generation and editing using OpenAI's GPT Image API (gpt-image-1,…
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| 63438 |
cg-agent-kit
Claim
Enables AI agents to design hardware by writing C-like HDL and compiling it to …
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| 63439 |
cq_mini
Claim
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| 63440 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 63441 |
eCardWidget MCP Server
Claim
Enables AI assistants to interact with an eCardWidget account using a scoped AP…
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| 63442 |
fedramp-docs-mcp
Claim
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
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| 63443 |
SSMCP
Claim
A stateless HTTP-based protocol for building MCP-compatible servers. Enables ea…
|
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| 63444 |
buffer-mcp-server
Claim
Enables publishing and scheduling posts to Buffer via the createPost GraphQL mu…
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| 63445 |
Postgres MCP Pro
Claim
An MCP server for PostgreSQL with index tuning, explain plans, health checks, a…
|
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| 63446 |
postgres-mcp
Claim
Enables read-only SQL queries and schema inspection for PostgreSQL databases wi…
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| 63447 |
edgar-mcp
Claim
Provides AI assistants direct access to SEC EDGAR filing data — financials, fil…
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| 63448 |
GitLab MCP
Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
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| 63449 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
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| 63450 |
Breadcrumb MCP Server
Claim
Enables AI assistants to interact with the Breadcrumbs project memory system, a…
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