MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43551 |
aicard
Claim
Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant…
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| 43552 |
Guardpost MCP Server
Claim
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
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| 43553 |
Opera DevTools MCP
Claim
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
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| 43554 |
spike-mcp
Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
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| 43555 |
sample-project
Claim
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| 43556 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 43557 |
TimeIQ MCP Server
Claim
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
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| 43558 |
aegis
Claim
MCP server for auditing AI agent permissions and access by scanning for the tri…
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| 43559 |
MCP-Context-Provider
Claim
Static server that provides persistent tool-specific context and rules for AI m…
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| 43560 |
skillhub
Claim
Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get priorit…
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| 43561 |
ragkit
Claim
A self-hostable, MCP-native RAG pipeline that ingests, indexes, and serves data…
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| 43562 |
Mnemosyne MCP
Claim
An active, stateful software knowledge graph engine that serves as an 'all-know…
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| 43563 |
telnyx-mcp-server2
Claim
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| 43564 |
agentpassport
Claim
Cryptographically verifiable, scope-narrowing delegation chains for AI agents, …
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| 43565 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 43566 |
TubeAlfred MCP Server
Claim
Bridges MCP clients to the TubeAlfred YouTube API, enabling tools for video det…
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| 43567 |
Enables automated LinkedIn growth by posting, commenting, and managing connecti…
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| 43568 |
htb-app-mcp
Claim
Enables interaction with Hack The Box App services including machines, challeng…
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| 43569 |
# Rug Munch Intelligence — MCP Server
[
mcp-server-joeleesuh
Claim
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| 43571 |
mcp-server-ladybug
Claim
Enables AI Assistants and IDEs to interact with LadybugDB graph databases using…
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| 43572 |
Photonics Simulation MCP
Claim
Knowledge-based MCP server for photonics simulation engineering, providing rule…
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| 43573 |
Weather MCP Server
Claim
Provides real-time weather data via 12 tools (current weather, forecasts, air q…
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| 43574 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 43575 |
mcp-l402-gate-example
Claim
Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…
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| 43576 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 43577 |
Tableau MCP Server
Claim
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
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| 43578 |
rgo-trading-api
Claim
Enables AI assistants to read positions, deals, and orders from the RGO trading…
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| 43579 |
Lets LLMs manage social media presence via olli.social API, with tools for camp…
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| 43580 |
aiowhitebit-mcp
Claim
MCP server for WhiteBit cryptocurrency exchange API, enabling market data retri…
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| 43581 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
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| 43582 |
mcp-ubergraph-query
Claim
Enables AI assistants to query the Ubergraph biomedical ontology SPARQL endpoin…
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| 43583 |
mcpserver-luzia
Claim
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| 43584 |
codex-chats-mcp
Claim
Manages ChatGPT conversations and Codex Cloud tasks through MCP, enabling list,…
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| 43585 |
dobbe
Claim
Automates DevOps workflows like vulnerability resolution, code review, test gen…
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| 43586 |
@wanadev/mcp-gitlab
Claim
Provides full control over GitLab epics, issues, merge requests, pipelines, and…
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| 43587 |
featherless
Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
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| 43588 |
Enables to perform mathematical calculations, retrieve weather information, and…
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| 43589 |
accessibility-mcp-server
Claim
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
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| 43590 |
mcp-server
Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
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| 43591 |
Odds-API MCP Server
Claim
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
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| 43592 |
vapi-ai-mcp
Claim
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| 43593 |
Elgato MCP Server
Claim
Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…
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| 43594 |
MCP Oracle Server
Claim
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
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| 43595 |
outrank-mcp
Claim
MCP server for Outrank that enables AI agents to verify credits, manage website…
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| 43596 |
AccuKnox MCP Server
Claim
Enables interaction with the AccuKnox cloud security platform through MCP, allo…
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| 43597 |
mcp-revelor
Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
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| 43598 |
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
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| 43599 |
Amper MCP Server
Claim
Enables natural language-driven DeFi operations including swaps, lending, bridg…
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| 43600 |
Maya MCP Server
Claim
Enables AI assistants to connect to and control Autodesk Maya for 3D modeling, …
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