MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37601 |
emoncms-mcp-server
Claim
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
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| 37602 |
Operating contracts for AI agents. Structured instructions compiled into system…
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| 37603 |
Python MCP Template
Claim
A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…
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| 37604 |
Duvo MCP
Claim
Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit…
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| 37605 |
captapi
Claim
Social media data from YouTube, TikTok, Instagram & Facebook. 62 tools, one API…
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| 37606 |
coddy-agent
Claim
Open-source distroless harness coding agent in Go. Works with any IDE via ACP a…
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| 37607 |
mcp-bigquery-evals
Claim
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
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| 37608 |
EMEA Compliance MCP
Claim
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 37609 |
hipaa-compliance-mcp
Claim
hipaa-compliance-mcp MCP server by MEOK AI Labs
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| 37610 |
beatos
Claim
Local-first beat library for music producers. MCP server (Claude Code / Claude …
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| 37611 |
Renewly
Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
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| 37612 |
shadowprice
Claim
Inject real-time leaked B2B SaaS pricing, historical discounts, and aggressive …
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| 37613 |
pomodoro-ai-mcp
Claim
pomodoro-ai-mcp MCP server by MEOK AI Labs
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| 37614 |
Metabase MCP Plus
Claim
An MCP server that enables AI assistants to query databases, execute SQL, and m…
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| 37615 |
sap-btp-destination-mcp
Claim
A Python MCP server that authenticates with SAP BTP, reads Destination Service …
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| 37616 |
meta-data-mcp
Claim
Query 76 open data APIs — government, science, finance, environment, and more.
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| 37617 |
sqlite-mcp-server4
Claim
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| 37618 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
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| 37619 |
thryx-portfolio
Claim
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
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| 37620 |
Universal Dev MCP
Claim
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
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| 37621 |
sharp-on-fhir-mcp
Claim
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
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| 37622 |
rocks-db
Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
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| 37623 |
Enables autonomous research by integrating multiple free sources including web …
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| 37624 |
EFLOWCODE Image MCP
Claim
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
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| 37625 |
rustunnel
Claim
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP serv…
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| 37626 |
AsyncAPI-MCP
Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
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| 37627 |
Obsidian MCP Server
Claim
Enables AI assistants to search, read, and append content to notes in an Obsidi…
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| 37628 |
A standardized interface for interacting with AWS S3 tools and services through…
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| 37629 |
docs-mcp-server
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| 37630 |
design-canvas-mcp
Claim
Enables AI agents to manage routes on the Design Canvas infinite canvas app, in…
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| 37631 |
thClaws
Claim
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp fr…
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| 37632 |
Crosmos MCP Server
Claim
MCP server for the Crosmos memory layer, enabling semantic, keyword, and graph …
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| 37633 |
mcp-agent-review
Claim
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
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| 37634 |
vnpay-mcp
Claim
MCP server for VNPay payment gateway (Vietnam). Supports payment URL generation…
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| 37635 |
testyb2
Claim
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| 37636 |
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
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| 37637 |
ktx
Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
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| 37638 |
skills
Claim
AI agent skills for UnifAPI MCP and public-data workflows
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| 37639 |
Ornn
Claim
Your all-in-one skills-as-a-service platform to manage your skills, auto-genera…
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| 37640 |
swap
Claim
Axnet Solana (x402 Execution Gateway)
By integrating Axnet, your AI agent gain…
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| 37641 |
Cairntir
Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
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| 37642 |
shadowgate-mcp
Claim
Security firewall for AI agents — scans MCP calls for injection, secrets, and r…
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| 37643 |
Agentic MCP Server
Claim
Enables AI-driven orchestration of GitHub development workflows including autom…
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| 37644 |
research-assistant
Claim
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
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| 37645 |
whisper-mcp
Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
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| 37646 |
Provides documentation lookup and search capabilities for FiveM development, in…
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| 37647 |
UI Analyzer MCP Server
Claim
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
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| 37648 |
next2d-development-mcp
Claim
MCP server for Next2D application development that generates code following MVV…
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| 37649 |
mcp-server-kicad
Claim
MCP servers for KiCad schematic, PCB, symbol, footprint, and project automation…
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| 37650 |
AT Protocol MCP Server
Claim
Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, thr…
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