MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30751 |
A hybrid MCP server system that enables natural language management of Asana ta…
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| 30752 |
Education AI MCP
Claim
Provides AI-powered educational tools for teachers including lesson planning, q…
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| 30753 |
mysql-mcp
Claim
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
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| 30754 |
Figma MCP Server
Claim
A server that converts Figma designs into pseudo-code structures optimized for …
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| 30755 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 30756 |
Oura MCP Server
Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
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| 30757 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
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| 30758 |
Lokal — Norsk Matfinner
Claim
Search 1,000+ local food producers across Norway — farms, bakeries, fisheries, …
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| 30759 |
Artemis MCP Server
Claim
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
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| 30760 |
workopia
Claim
Workopia - free MCP for global job search, PDF resume builder, and AI career ad…
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| 30761 |
Lichess MCP
Claim
Connects Claude to Lichess for playing chess games, analyzing positions with St…
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| 30762 |
mcp-server
Claim
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| 30763 |
Deep Dive MCP Server
Claim
Provide a customizable MCP server implementation that integrates with Claude De…
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| 30764 |
Embody
Claim
MCP server embedded in TouchDesigner with 45 tools for creating operators, sett…
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| 30765 |
Care Membrane MCP Server
Claim
AI safety evaluation toolkit that scores text for care-centered alignment, dete…
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| 30766 |
stackadapt-mcp
Claim
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
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| 30767 |
obsidian-local-mcp
Claim
A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
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| 30768 |
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
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| 30769 |
facebook-gemini-agents
Claim
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| 30770 |
An MCP server that transforms Claude-style skills and resources into callable t…
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| 30771 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 30772 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
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| 30773 |
mcp-dotnet
Claim
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
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| 30774 |
Gear
Claim
An MCP server that enables AI assistants to directly run, inspect, modify, and …
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| 30775 |
Linear
Claim
Interact with Linear's API for managing issues, projects, and teams.
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| 30776 |
GitHub GraphQL API MCP
Claim
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
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| 30777 |
Automate GitHub development from task discovery to PR merge with session-based …
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| 30778 |
Provides AI assistants with frontend development tools including component scaf…
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| 30779 |
mcp-postgres
Claim
Enables AI agents to interact with PostgreSQL databases through schema intellig…
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| 30780 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 30781 |
Suprdeck
Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
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| 30782 |
temp-notes
Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
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| 30783 |
anteos-booking
Claim
Book medical appointments with French doctors by specialty and city via AI agen…
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| 30784 |
lorem
Claim
Lorem MCP — wraps loripsum.net (free, no auth)
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| 30785 |
PostgreSQL MCP Server
Claim
Enables users to perform SQL query execution, schema exploration, and performan…
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| 30786 |
Indian financial headlines to sector trading signals and long/short ideas.
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| 30787 |
LND MCP Server
Claim
Connects to Lightning Network nodes and enables natural language queries for ch…
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| 30788 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
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| 30789 |
Finance Calculator
Claim
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
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| 30790 | — | |||||||||
| 30791 |
ynab-mcp
Claim
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| 30792 |
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
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| 30793 |
Math MCP Learning
Claim
Educational MCP server with math operations, statistics, visualizations, and pe…
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| 30794 |
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
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| 30795 |
test-sky-map
Claim
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| 30796 |
biolit
Claim
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
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| 30797 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 30798 |
MC-World-MCP
Claim
Offline MCP server for reading and writing Minecraft server files, including le…
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| 30799 |
Analyze Instagram engagement to extract insights on post comments, compare acco…
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| 30800 |
mcp-victoriametrics
Claim
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