MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42451 |
voice-mcp-server
Claim
Enables AI agents to speak and listen in real-time with interruption handling, …
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| 42452 |
Fancy Control MCP Server
Claim
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
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| 42453 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
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| 42454 |
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
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| 42455 |
Netmiko MCP Server
Claim
Enables management of network devices via SSH using Netmiko, supporting command…
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| 42456 |
mcp-dora
Claim
DORA compliance scanner MCP server that scans projects for regulatory gaps, cla…
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| 42457 |
hermes-google
Claim
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
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| 42458 |
scoutdocs-mcp
Claim
MCP server that fetches and searches the latest stable documentation for any pa…
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| 42459 |
openapi-mcp-server
Claim
Converts any OpenAPI/Swagger API specification into MCP tools that AI assistant…
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| 42460 |
DriftHound MCP Server
Claim
Enables Claude to discover and understand infrastructure-as-code drift by listi…
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| 42461 |
AppRanks MCP Server
Claim
Provides live App Store rankings, charts, app details, reviews, and search acro…
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| 42462 |
A FastAPI application that hosts multiple MCP servers for weather, news, curren…
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| 42463 |
agent-messaging
Claim
Enables asynchronous messaging between AI agents, including sending messages, p…
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| 42464 |
IAC Audit Pack
Claim
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
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| 42465 |
mempalace
Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
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| 42466 |
Code-Oracle
Claim
MCP server for automated architectural mapping, security vulnerability detectio…
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| 42467 |
Enables programmatic control of Cursor's cloud-based AI agents for automated co…
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| 42468 |
jira-cli-mcp
Claim
MCP server that wraps the jira-cli command-line tool to enable AI assistants to…
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| 42469 |
Job Search MCP Server
Claim
Enables Claude to search AI/ML jobs across Greenhouse, Lever, and Adzuna, with …
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| 42470 |
Enables natural language interaction with Allure TestOps API for managing test …
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| 42471 |
A modular, scalable server designed to enhance sequential thinking processes wi…
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| 42472 |
Linear MCP Server
Claim
Enables AI tools like Cline to manage Linear issues, projects, and teams via th…
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| 42473 |
cadlens-mcp
Claim
Model Context Protocol server that wraps the CADLens REST API.
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| 42474 |
veritasacta-verify
Claim
Offline receipt verifier. Ed25519 signature verification without contacting any…
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| 42475 |
FilingFirehose
Claim
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
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| 42476 |
pydanticcontract-mcp
Claim
A paid remote MCP for Pydantic AI structured output, built to return verdicts, …
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| 42477 |
kube-linter audit for Kubernetes manifests — 63 checks: security, availability,…
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| 42478 |
Maya MCP
Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
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| 42479 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
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| 42480 |
ASCII Motion MCP
Claim
Enables AI assistants to create, animate, and export ASCII art using natural la…
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| 42481 |
SnapBack MCP Server
Claim
Enables AI-powered code safety analysis including risk detection, secret scanni…
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| 42482 |
Central-Memory-MCP
Claim
An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge …
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| 42483 |
mcp-daily-change-log
Claim
Enables managing daily change logs with automatic formatting, intelligent monit…
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| 42484 |
Godle Prompt API
Claim
Free AI prompt API with 185 expert role contexts and 1,741 prompt templates acr…
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| 42485 |
langlearn-tts
Claim
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
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| 42486 |
cron-collision-detector
Claim
Cloudflare Workers MCP server: cron-collision-detector
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| 42487 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 42488 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 42489 |
Flask-based server that exposes callable tools via HTTP endpoints for AI agents…
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| 42490 |
Provide secure and detailed analysis of your BingX trading data through a speci…
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| 42491 |
My First MCP
Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
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| 42492 |
knocoph
Claim
Transforms TypeScript and JavaScript codebases into a persistent code knowledge…
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| 42493 |
Instagram MCP Server
Claim
Enables AI agents to control Instagram accounts programmatically, supporting pr…
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| 42494 |
cotforce-mcp
Claim
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Th…
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| 42495 |
Vybog MCP Server
Claim
MCP server for the Fund Tracking System, enabling agents to manage lending busi…
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| 42496 |
Rod MCP Server
Claim
Browser automation for AI agents via the Model Context Protocol, enabling web n…
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| 42497 |
webcal-mcp
Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
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| 42498 |
mcp
Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
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| 42499 |
oura-mcp
Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
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| 42500 |
Medium MCP Server
Claim
Enables programmatic interaction with Medium's content ecosystem for intelligen…
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