MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39851 |
Codex Vision MCP
Claim
A local MCP server that adds computer-vision tools to coding agents and models …
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| 39852 |
md24de-mcp
Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
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| 39853 |
mcp-tester
Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
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| 39854 |
AgentSkill MCP
Claim
A universal MCP server that enables any MCP-compatible agent to use Anthropic's…
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| 39855 |
Vector Task MCP Server
Claim
A secure, vector-based task management server for Claude Desktop using sqlite-v…
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| 39856 |
hermai-cli
Claim
Hermai MCP server — look up, submit, and classify website API schemas from any …
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| 39857 |
confluence
Claim
Enables querying Confluence or Kubernetes documentation through hybrid search a…
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| 39858 |
Telegram MCP Server
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A comprehensive integration that allows AI models to interact with Telegram acc…
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| 39859 |
Unilytics MCP Server
Claim
Marketing analytics MCP server with 21 tools for SEO, keyword research, backlin…
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| 39860 |
flight-fares
Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
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| 39861 |
ComfyUI MCP Server
Claim
Enables AI agents to generate and iteratively refine images, audio, and video b…
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| 39862 |
navi-x402-mcp
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Enables AI agents to access paid tools like crypto prices, weather, translation…
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| 39863 |
docrenders-mcp
Claim
Generate production-ready PDFs from Markdown, HTML, or built-in templates (invo…
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| 39864 |
Elyan Staking MCP Server
Claim
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
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| 39865 |
Coval MCP Server
Claim
Enables AI assistants to interact with Coval's evaluation platform for launchin…
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| 39866 |
mcp-code-reviewer
Claim
An MCP server for automatic code review using OpenRouter, enabling performance,…
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| 39867 |
asana-mcp
Claim
Enables to interact with Asana through Claude, with read and write tools for ta…
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| 39868 |
AGI Feeder
Claim
An MCP server that routes tasks to the best AI models, aggregates responses wit…
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| 39869 |
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
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| 39870 |
BugEzy
Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
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| 39871 |
Kaval
Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
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| 39872 |
Sean-MCP
Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
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| 39873 |
Transformation readiness gaps and initiative risk signals for AI agents and ent…
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| 39874 |
Gnosis Memory
Claim
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via …
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| 39875 |
mcp-mautic
Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
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| 39876 |
Discord MCP Server
Claim
A Dockerized MCP server that enables Discord integration, offering tools for ro…
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| 39877 |
MemCell
Claim
Shared, persistent memory for AI agents: recall before acting, report outcomes …
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| 39878 |
Illustrator MCP
Claim
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
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| 39879 |
An MCP server that provides a database-backed kanban board with 40+ tools for A…
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| 39880 |
GoHighLevel MCP Server
Claim
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
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| 39881 |
jira-pilot
Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
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| 39882 |
Files MCP Server
Claim
An MCP server for local testing that enables file management operations, requir…
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| 39883 |
mcp-catalogue
Claim
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
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| 39884 |
Enables AI assistants to securely browse, search, inspect, and understand local…
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| 39885 |
BlenderMCP
Claim
Connects Blender to AI assistants like Claude for prompt-assisted 3D modeling, …
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| 39886 |
Nexus Memory
Claim
Nexus Memory gives every MCP-compatible agent one persistent, self-hosted share…
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| 39887 |
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
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| 39888 |
litellm-mcp
Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
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| 39889 |
typer-mcp
Claim
Automatically converts any CLI built with Python's Typer into an MCP server wit…
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| 39890 |
Create your digital twin: a public page that answers from your own material, wi…
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| 39891 |
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
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| 39892 |
Modulos Demo Booking
Claim
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
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| 39893 |
MCP Test Scratch Server
Claim
A Flask-based MCP server designed for testing deployment on Google App Engine. …
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| 39894 |
zyndai-mcp-server
Claim
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
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| 39895 |
Momentic
Claim
Bug bash deployed apps and GitHub pull requests with Mo; follow sessions and re…
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| 39896 |
supstack
Claim
Evidence-based supplement research, dosing, safety, and interactions as agent-c…
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| 39897 |
AICD API
Claim
Search source-linked Dallas-Fort Worth local-government records for AI agents.
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| 39898 |
AllTrails MCP Client
Claim
Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
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| 39899 |
defcon-mcp-server
Claim
Enables AI tools to play the game DEFCON by providing tools to communicate with…
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| 39900 |
MoziChem-MCP
Claim
A collection of MCP servers for chemical engineering and chemistry applications…
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