MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40001 |
SkyFi MCP Server
Claim
Enables AI agents to search, compare pricing, and order satellite imagery from …
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| 40002 |
Veritas
Claim
An AI-powered data investigation workspace for Product Managers, combining stru…
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| 40003 |
reference-mcp
Claim
An MCP server that helps AI agents comprehend a codebase by providing tools for…
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| 40004 |
publicsofttools-mcp
Claim
14 utility tools via the PublicSoftTools API: QR code generation, PDF compress/…
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| 40005 |
punt-quarry
Claim
Enables local semantic search over documents (PDFs, code, etc.) using local emb…
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| 40006 |
mocoVoice MCP Server
Claim
Enables transcription of audio and video files using mocoVoice API, allowing us…
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| 40007 |
pg-mnemosyne-mcp
Claim
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …
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| 40008 |
eight-mcp-community
Claim
Provides tools to search for people using registered business cards and the pub…
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| 40009 |
SimpleMcpServer
Claim
Enables AI agents (like Claude Code, Cursor) to directly operate Unity scenes v…
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| 40010 |
linear-local-mcp
Claim
Enables fast, local-only read access to Linear data via the macOS cache, allowi…
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| 40011 |
AWS MCP Server
Claim
Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
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| 40012 |
agora
Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
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| 40013 |
terminal-use-mcp
Claim
Local + remote terminal interaction control MCP Server. Lets AI agents control …
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| 40014 |
AI Team OS
Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
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| 40015 |
SimosMCP
Claim
MCP server for Simos 18.1 ECU tuning that reads, writes, diffs, and validates X…
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| 40016 |
clawmemory-mcp
Claim
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
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| 40017 |
remem
Claim
Local-first persistent memory for Claude Code and OpenAI Codex CLI. A single Ru…
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| 40018 |
n8n-mcp
Claim
Enables AI models to manage workflows, credentials, nodes, templates, and monit…
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| 40019 |
Kafka MCP Server
Claim
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
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| 40020 |
browser-mcp
Claim
An MCP server that enables AI coding tools to control a browser for automated a…
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| 40021 |
KlinikMCP
Claim
A drug and clinical information MCP server for Turkish healthcare professionals…
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| 40022 |
moualimi
Claim
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| 40023 |
Enables querying Estonian data protection regulations, decisions, and guideline…
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| 40024 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 40025 |
screenctx
Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
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| 40026 |
graphql-dos-shield
Claim
Cloudflare Workers MCP server: graphql-dos-shield
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| 40027 |
Provides AI assistants with powerful, detection-resistant browser automation ca…
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| 40028 |
Trello MCP
Claim
A personal remote MCP server that lets Claude read and update Trello boards, wi…
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| 40029 |
Volatility MCP Server
Claim
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
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| 40030 |
Demo MCP Server
Claim
Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
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| 40031 |
mayan-relationship-mcp
Claim
Fetches Mayan zodiac signs from mymayansign.com and generates relationship comp…
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| 40032 |
Never Ask Twice
Claim
Enterprise support memory agent that remembers customer context across sessions…
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| 40033 |
Scout MCP Server
Claim
Enables AI agents to interact with Scout Live platform capabilities through sta…
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| 40034 |
MCP Healthcare Server
Claim
An MCP server for clinical workflows with tools for patient lookup, appointment…
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| 40035 |
PD2 Lua MCP
Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
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| 40036 |
vault-mcp-server
Claim
Turns any folder of Markdown files into a searchable, structured knowledge base…
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| 40037 |
careflow-mcp
Claim
Enables Claude and other AI assistants to trigger HIPAA-compliant patient task …
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| 40038 |
codegraph
Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
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| 40039 |
blop
Claim
MCP-native release confidence control plane that turns browser execution into a…
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| 40040 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 40041 |
lecka-mcp
Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
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| 40042 |
genlayer-docs-mcp
Claim
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 40043 |
veragent-mcp
Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 40044 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
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| 40045 |
mcp-gerapodcast
Claim
Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
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| 40046 |
skim-mcp-server
Claim
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| 40047 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 40048 |
Guild Wars 1 MCP
Claim
Read-only MCP server for public Guild Wars 1 sources (wiki, builds, YouTube, Re…
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| 40049 |
bergauf
Claim
Lets an LLM plan hikes anywhere in Switzerland by combining named routes, eleva…
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| 40050 |
Provides 10 financial data tools (market data, economic indicators, news, insid…
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