MCP Server Quality Scores
Independent quality analysis of 60843 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60601 |
mcp-server
Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
|
— | ||||||||
| 60602 |
Expose
Claim
Easily build MCP tools for Claude desktop app.
|
— | ||||||||
| 60603 |
why-did-you-render-mcp
Claim
Bridges unnecessary React re-render data from the browser to coding agents, ena…
|
— | ||||||||
| 60604 |
tesseract-26-eyeshot-mcp
Claim
Enables AI-driven CAD operations through natural language, integrating LLM and …
|
— | ||||||||
| 60605 |
A comprehensive system that helps organizations track, manage, and respond to s…
|
— | ||||||||
| 60606 |
personal-context-mcp
Claim
A portable, Markdown-based memory system for Claude Desktop that separates dura…
|
— | ||||||||
| 60607 |
Agmarknet MCP Server
Claim
Provides LLMs with real-time access to Indian agricultural commodity prices acr…
|
— | ||||||||
| 60608 |
mcpu
Claim
MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
|
— | ||||||||
| 60609 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
|
— | ||||||||
| 60610 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
|
— | ||||||||
| 60611 |
openapi-mcp-bridge
Claim
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
|
— | ||||||||
| 60612 |
rescuedogs
Claim
|
— | ||||||||
| 60613 |
mlagents-mcp
Claim
Controls Unity ML-Agents training runs from Claude Code, enabling launch, stop,…
|
— | ||||||||
| 60614 |
project-brain-mcp
Claim
Engineering memory for Claude Code — prevents re-investigating solved problems …
|
— | ||||||||
| 60615 |
simple-dynamsoft-mcp
Claim
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
|
— | ||||||||
| 60616 |
BigTime MCP Server
Claim
Provides Claude with access to BigTime's time tracking and project management A…
|
— | ||||||||
| 60617 |
re-llm-decompile
Claim
MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling…
|
— | ||||||||
| 60618 |
mcp-email-server-fixed
Claim
|
— | ||||||||
| 60619 |
A versatile MCP server that connects to multiple relational databases (MySQL, P…
|
— | ||||||||
| 60620 |
twoslides
Claim
|
— | ||||||||
| 60621 |
sentry-mcp
Claim
Enables interaction with Sentry organizations, projects, and issues directly fr…
|
— | ||||||||
| 60622 |
coronium-proxy-mcp
Claim
Enables management of 4G/5G mobile proxies from Coronium.io, allowing users to …
|
— | ||||||||
| 60623 |
@perssona/orchestrator
Claim
MCP server that lets AI agents control Perssona. It enables creating terminals,…
|
— | ||||||||
| 60624 |
screenshot-mcp
Claim
MCP server for capturing screenshots of desktop windows on Windows. Allows AI a…
|
— | ||||||||
| 60625 |
leiga_mcp_smithery
Claim
|
— | ||||||||
| 60626 |
mcp-uart
Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
|
— | ||||||||
| 60627 |
mcp-hetzner
Claim
Enables conversational management of Hetzner Cloud, DNS, and Storage Box infras…
|
— | ||||||||
| 60628 |
Docs-to-AI
Claim
Enables LLMs to query documents using semantic search, supporting PDFs, Word, E…
|
— | ||||||||
| 60629 |
TokenHub MCP
Claim
A production-packaged Model Context Protocol server for coding agents that rout…
|
— | ||||||||
| 60630 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
|
— | ||||||||
| 60631 |
SpaceX MCP Server
Claim
A lightweight MCP server that provides analytics on SpaceX launches, including …
|
— | ||||||||
| 60632 |
optionsahoy-mcp
Claim
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentratio…
|
— | ||||||||
| 60633 |
issue-fix-mcp
Claim
A Model Context Protocol server that enables coding agents to search for and re…
|
— | ||||||||
| 60634 |
honeylabs-mcp
Claim
Honeypot threat intelligence for AI agents: 90 days of probe data from a sensor…
|
— | ||||||||
| 60635 |
orihime
Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
|
— | ||||||||
| 60636 |
munin
Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
|
— | ||||||||
| 60637 |
Outline Wiki MCP Server
Claim
Enables LLMs to interact with Outline wiki for document management, search, col…
|
— | ||||||||
| 60638 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
|
— | ||||||||
| 60639 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
|
— | ||||||||
| 60640 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
|
— | ||||||||
| 60641 |
A Python template for building MCP servers with Streamable HTTP transport, prov…
|
— | ||||||||
| 60642 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
|
— | ||||||||
| 60643 |
High-performance TypeScript MCP server for MikroTik RouterOS management, enabli…
|
— | ||||||||
| 60644 |
Solentic
Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
|
— | ||||||||
| 60645 |
A remote MCP server that enables searching for news articles on specific topics…
|
— | ||||||||
| 60646 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
|
— | ||||||||
| 60647 |
four-leaf-mcp
Claim
Job search assistant and interview prep inside any ai tool via MCP or public sk…
|
— | ||||||||
| 60648 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
|
— | ||||||||
| 60649 |
mcp-dawa
Claim
MCP server for the Danish Address Web API (DAWA), enabling free-text address se…
|
— | ||||||||
| 60650 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
|
— | ||||||||