MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42751 |
Colour Memory
Claim
Cultural color intelligence. Every colour anchored to a person, a year, and a c…
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| 42752 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
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| 42753 |
Codinfy MCP
Claim
MCP server that connects AI agents to Codinfy platform APIs for validating lice…
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| 42754 |
Gibs
Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
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| 42755 |
MCP Toolkit Server
Claim
A Model Context Protocol server providing tools for DB queries, API calls, file…
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| 42756 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
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| 42757 |
Geobed
Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
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| 42758 |
JIRA MCP
Claim
A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…
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| 42759 | — | |||||||||
| 42760 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
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| 42761 |
Reka Vision MCP Server
Claim
Enables AI agents to upload, index, search, and analyze videos through the Reka…
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| 42762 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 42763 |
Brighty MCP Server
Claim
Banking infrastructure for AI agents: open accounts, issue cards, send SEPA/SWI…
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| 42764 |
mermaid-mcp-server
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| 42765 |
Search and discover any API using natural language. 163+ providers with auto-di…
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| 42766 |
shuka
Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 42767 |
MCP Brain Service
Claim
Enables character management and semantic search for the Auto-Movie application…
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| 42768 |
mcp-guardian
Claim
Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
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| 42769 |
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
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| 42770 |
Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
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| 42771 |
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
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| 42772 |
captapi
Claim
Social media data from YouTube, TikTok, Instagram & Facebook. 62 tools, one API…
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| 42773 |
LQWD Gateway
Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
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| 42774 |
Slideforge
Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
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| 42775 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
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| 42776 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 42777 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 42778 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 42779 |
Last_Minute_Deals_HQ
Claim
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
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| 42780 |
Dockerfile Audit
Claim
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
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| 42781 |
Remote MCP server bridging Motion to Claude
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| 42782 |
mcp
Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
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| 42783 |
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
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| 42784 |
A Model Context Protocol server that provides tools for accessing and managing …
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| 42785 |
mcp-archimedes
Claim
Discover verified deep-tech engineering bounties from any AI agent.
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| 42786 |
git-helper-ai-mcp
Claim
git-helper-ai-mcp MCP server by MEOK AI Labs
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| 42787 |
appd-mcp
Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
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| 42788 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 42789 |
network-diagram-mcp
Claim
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-…
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| 42790 |
Nim Language Server
Claim
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
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| 42791 |
Docker Compose Audit
Claim
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…
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| 42792 |
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
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| 42793 |
cooper
Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
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| 42794 |
TMDB MCP Server
Claim
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
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| 42795 |
ha-mcp
Claim
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| 42796 |
TaskFlow MCP
Claim
A task management Model Context Protocol server that helps break down user requ…
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| 42797 |
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
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| 42798 |
bible-mcp
Claim
Enables AI assistants to look up Bible verses, search across translations, and …
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| 42799 |
ContextLayer
Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
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| 42800 |
MoteCloud Memory
Claim
# Motecloud Memory MCP
Motecloud is durable memory infrastructure for AI agent…
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