MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54001 |
GC-MCP
Claim
Enables AI assistants to access and query Garmin Connect health and fitness dat…
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| 54002 |
Instagram MCP Server
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Enables AI agents to control Instagram accounts programmatically, supporting pr…
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| 54003 |
MCP Server Boilerplate
Claim
Build custom API integrations quickly with this ready-to-use MCP server templat…
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| 54004 |
iso-27001-ai-mcp
Claim
AI-powered iso 27001 ai MCP server for agents. Supports audit isms, risk assess…
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| 54005 |
superpowers-mcp
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An MCP server that makes superpowers skills available to any LLM that supports …
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| 54006 |
podium-mcp
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One MCP endpoint, 43 tools for iOS-simulator E2E — native UI automation, Maestr…
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| 54007 |
mcp-component-finder
Claim
Enables searching for component, function, and type usage in React/TypeScript p…
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| 54008 |
AI-OdooFinder
Claim
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
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| 54009 |
mcp-server-wikipedia
Claim
Enables efficient Wikipedia access through a progressive retrieval strategy tha…
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| 54010 |
Plan, schedule and generate SEO articles on a content calendar, from your agent.
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| 54011 |
mcp-server-template
Claim
A production-ready MCP server template with typed tools, schema validation, tes…
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| 54012 |
Enables management and monitoring of Databricks jobs, including listing, runnin…
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| 54013 |
Gramps Web MCP
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MCP server for structured access to Gramps Web genealogy data
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| 54014 |
Cortex
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Enforces structured, evidence-guided software engineering tasks with cognitive …
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| 54015 |
mcp-tool-gateway
Claim
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
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| 54016 |
Lattice MCP Server
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An MCP server that exposes the Lattice Talent API as tools, enabling AI assista…
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| 54017 |
PPTX MCP Server
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Generates PowerPoint presentations from templates using AI, injecting text and …
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| 54018 |
Trello MCP
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 54019 |
Legacy Loop MCP Server
Claim
Enables AI assistants to create, manage, and discover family gift registries. U…
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| 54020 |
Zephyr Scale MCP Server
Claim
Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…
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| 54021 |
footnote
Claim
Every number in an AI answer traces back to the rows that produced it.
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| 54022 |
fmp-mcp-research
Claim
A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep …
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| 54023 |
code-context-v2
Claim
Enables semantic code search across indexed codebases using natural language qu…
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| 54024 |
jenkins-server-mcp
Claim
Enables AI assistants to interact with Jenkins CI/CD servers, including checkin…
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| 54025 |
PterodactylMCP
Claim
MCP server for managing Pterodactyl game panel resources (users, servers, nodes…
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| 54026 |
Firefly III MCP Server
Claim
Enables AI tools to interact with Firefly III personal finance management insta…
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| 54027 |
abraxas93
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| 54028 |
Archiet
Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
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| 54029 |
Social Champ
Claim
Connect AI agents to Social Champ: manage channels, posts, AI content, queue, a…
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| 54030 |
Travel Briefing MCP
Claim
Enables Kakao Tools users to get comprehensive travel preparation information f…
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| 54031 |
x402station
Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
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| 54032 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
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| 54033 |
ebay-mcp
Claim
Enables Claude to search eBay listings, analyze price distributions, find deals…
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| 54034 |
cc-chrome-agent
Claim
MCP server to control Chrome browsers locally or remotely via the Claude extens…
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| 54035 |
@aiiq/mcp
Claim
Enables querying AI model IQ, rankings, benchmarks, and methodology from any MC…
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| 54036 |
Gmail MCP Server
Claim
Enables Claude to read, search, send, and manage Gmail messages and threads thr…
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| 54037 |
Provides WebAssembly-based, sandboxed tools for JavaScript execution, binary di…
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| 54038 |
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
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| 54039 |
aegis
Claim
Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chain…
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| 54040 |
Prometheus-MCP
Claim
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
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| 54041 |
mcp-playwright
Claim
Provides browser automation capabilities for LLM applications, enabling web pag…
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| 54042 |
mcp-sofascore
Claim
Provides live football match data from Sofascore, including formations, injurie…
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| 54043 |
Abhi-Nexus MCP Server
Claim
Autonomous news intelligence system that fetches articles from 20+ tech sources…
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| 54044 |
Booli MCP Server
Claim
Enables AI assistants to search and analyze Swedish real estate data from Booli…
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| 54045 |
Scrivener MCP Server
Claim
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
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| 54046 |
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
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| 54047 |
mcp-server-vivino
Claim
Vivino wine data for AI assistants: search, explore, wine details and meal-awar…
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| 54048 |
ragx
Claim
RAGX MCP Server enables retrieval-augmented generation with document ingestion,…
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| 54049 |
ffmpeg-mcp-server
Claim
Enables video processing operations (speed adjustment, keyframe optimization, c…
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| 54050 |
Query 4,326 Hungarian laws (Ptk., Mt., Btk., etc.) from MCP-compatible clients.…
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