MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21151 |
Enables AI agents to manage server infrastructure through the 1Panel API, inclu…
|
D 54 4⁄4 | ||||||||
| 21152 |
Enables interaction with the Turbopuffer vector database to manage namespaces a…
|
D 54 4⁄3 | ||||||||
| 21153 |
Claude-Patent-Creator
Claim
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG s…
|
D 54 4⁄3 | ||||||||
| 21154 |
MCP proxy that wraps any MCP server and transparently converts JSON responses i…
|
D 54 4⁄4 | ||||||||
| 21155 |
Enables interaction with Last.fm music data including searching for artists, al…
|
D 54 4⁄4 | ||||||||
| 21156 |
A lightweight bridge extension that enables Claude Desktop to connect to VSCode…
|
D 54 4⁄3 | ||||||||
| 21157 |
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
|
D 54 4⁄3 | ||||||||
| 21158 |
Provides access to Tushare financial data through the Model Context Protocol, e…
|
D 54 4⁄4 | ||||||||
| 21159 |
Provides sandboxed access to local filesystem operations including directory an…
|
D 54 4⁄3 | ||||||||
| 21160 |
boltmcp
Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
|
D 54 3⁄3 | ||||||||
| 21161 |
A Windows desktop automation MCP server that enables UI recognition through OCR…
|
D 54 4⁄3 | ||||||||
| 21162 |
A local vector database system that provides LLM coding agents with fast, effic…
|
D 54 4⁄3 | ||||||||
| 21163 |
Enables username enumeration across 400+ social media platforms using the Sherl…
|
D 54 4⁄4 | ||||||||
| 21164 |
Provides up-to-date Python package manager commands by cross-referencing offici…
|
D 54 4⁄4 | ||||||||
| 21165 |
An MCP server for the Plane project management platform that enables users to m…
|
D 54 4⁄4 | ||||||||
| 21166 |
BaseLayer
Claim
Re-usable multi part components built on React Aria and TailwindCSS.
|
D 54 4⁄3 | ||||||||
| 21167 |
amiready-ai
Claim
|
D 54 4⁄3 | ||||||||
| 21168 |
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
|
D 54 4⁄4 | ||||||||
| 21169 |
Generates UUIDv7 strings either individually or in batches, providing time-sort…
|
D 54 4⁄4 | ||||||||
| 21170 |
MCP server for reverse engineering that enables interaction with IDA Pro for an…
|
D 54 4⁄3 | ||||||||
| 21171 |
RemoteAgent
Claim
RemoteAgent MCP Server is a lightweight, containerized runtime designed to brid…
|
D 54 4⁄4 | ||||||||
| 21172 |
A Model Context Protocol server that provides AI coding assistants with direct …
|
D 54 4⁄4 | ||||||||
| 21173 |
An MCP server and CLI tool that transforms codebases into AI-ready context thro…
|
D 54 4⁄4 | ||||||||
| 21174 |
Auto-generated MCP server that enables interaction with the Firebase App Distri…
|
D 54 4⁄4 | ||||||||
| 21175 |
MCP server for managing GeoServer workspaces, datastores, layers, and styles
|
D 54 4⁄3 | ||||||||
| 21176 |
A Solana blockchain interaction server that allows AI tools to query blockchain…
|
D 54 4⁄4 | ||||||||
| 21177 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 54 4⁄4 | ||||||||
| 21178 |
A lightweight proxy that allows users to filter MCP tools by whitelisting speci…
|
D 54 4⁄4 | ||||||||
| 21179 |
Aegis-ZK
Claim
On-chain trust verification for AI agent tools. Agents query skill attestations…
|
D 54 4⁄4 | ||||||||
| 21180 |
UptimeRobot MCP API
Claim
A management server for UptimeRobot that enables natural language processing th…
|
D 54 4⁄4 | ||||||||
| 21181 |
kitwork
Claim
Automate kit workflows effortlessly with a lightweight, high-performance, fast,…
|
D 54 4⁄3 | ||||||||
| 21182 |
MCP Server
Claim
A multi-model platform that integrates RAG (Retrieval-Augmented Generation) wit…
|
D 54 4⁄4 | ||||||||
| 21183 |
Enables comprehensive personal task management through specialized MCP servers …
|
D 54 4⁄3 | ||||||||
| 21184 |
An MCP server that enables users to interact with the Bluesky social network th…
|
D 54 4⁄4 | ||||||||
| 21185 |
A FastAPI-based Model Context Protocol server that enables tool discovery, invo…
|
D 54 4⁄4 | ||||||||
| 21186 |
mcp
Claim
|
D 54 4⁄3 | ||||||||
| 21187 |
AI-News-Briefing
Claim
Automated daily AI news briefing pipeline - Claude Code CLI spawns search agent…
|
D 54 4⁄3 | ||||||||
| 21188 |
Provides natural language access to South Korean corporate disclosure data, fin…
|
D 54 4⁄4 | ||||||||
| 21189 |
Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real…
|
D 54 4⁄3 | ||||||||
| 21190 |
A Multi-Agent Conversation Protocol server that provides a standardized interfa…
|
D 54 4⁄3 | ||||||||
| 21191 |
An MCP tool server that provides stateful, TUI-compatible terminal sessions.
|
D 54 4⁄3 | ||||||||
| 21192 |
A search service based on multiple image APIs and icon generation capabilities,…
|
D 54 4⁄4 | ||||||||
| 21193 |
Enables interactive stock market analysis using local Deepseek-R1 model through…
|
D 54 4⁄3 | ||||||||
| 21194 |
mcp-histfile
Claim
A powerful tool for exploring, searching, and managing your shell command histo…
|
D 54 4⁄3 | ||||||||
| 21195 |
Let the grumpy senior dev review your code with this MCP server
|
D 54 4⁄3 | ||||||||
| 21196 |
A Model Context Protocol server that provides AI models with structured access …
|
D 54 4⁄4 | ||||||||
| 21197 |
Provides access to comprehensive financial market data from Massive.com API, in…
|
D 54 4⁄4 | ||||||||
| 21198 |
Operationalizes Seth Godin's Permission Marketing framework to manage user trus…
|
D 54 4⁄3 | ||||||||
| 21199 |
Ethereum MCP Server
Claim
Enables AI agents to interact with Ethereum blockchain by querying ETH and ERC-…
|
D 54 4⁄4 | ||||||||
| 21200 |
Persistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entit…
|
D 54 4⁄4 | ||||||||