MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 2 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7301 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
B 70 5⁄5 | ||||||||
| 7302 |
Enables Claude to translate, search, and manage Obsidian notes directly through…
|
B 70 5⁄4 | ||||||||
| 7303 |
A Model Context Protocol server that enables AI models to interact with the Sol…
|
B 70 5⁄5 | ||||||||
| 7304 |
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyber…
|
B 70 5⁄5 | ||||||||
| 7305 |
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
|
B 70 5⁄4 | ||||||||
| 7306 |
A FastMCP server that provides network automation tools by exposing Nornir and …
|
B 70 5⁄5 | ||||||||
| 7307 |
Enables searching for any text within a specified Algolia index through an MCP-…
|
B 70 5⁄5 | ||||||||
| 7308 |
Docmost MCP Server
Claim
Provides AI assistants with direct access to self-hosted Docmost documentation …
|
B 70 5⁄5 | ||||||||
| 7309 |
Budget Allocator
Claim
An interactive tool for visualizing and managing budget allocations across busi…
|
B 70 5⁄5 | ||||||||
| 7310 |
MCP Securities Analysis
Claim
A Python-based FastMCP server that provides financial tools for securities anal…
|
B 70 5⁄5 | ||||||||
| 7311 |
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
|
B 70 5⁄5 | ||||||||
| 7312 |
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
|
B 70 5⁄4 | ||||||||
| 7313 |
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
|
B 70 5⁄5 | ||||||||
| 7314 |
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
|
B 70 6⁄4 | ||||||||
| 7315 |
serveMyAPI
Claim
A personal MCP (Model Context Protocol) server for securely storing and accessi…
|
B 70 5⁄4 | ||||||||
| 7316 |
MCP server for Huly project management. Query issues, create and update tasks, …
|
B 70 5⁄4 | ||||||||
| 7317 |
GitLab MCP Server
Claim
Enables interaction with GitLab repositories through natural language, supporti…
|
B 70 5⁄5 | ||||||||
| 7318 |
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
|
B 70 5⁄5 | ||||||||
| 7319 |
Enables AI assistants to interact with WordPress sites through the REST API. Su…
|
B 70 5⁄5 | ||||||||
| 7320 |
MCP server for [Coda](https://coda.io/)
|
B 70 5⁄5 | ||||||||
| 7321 |
Flight + Stay Search MCP
Claim
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
|
B 70 5⁄5 | ||||||||
| 7322 |
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
|
B 70 5⁄5 | ||||||||
| 7323 |
A toolkit for managing Claude desktop app extension configurations, enabling fe…
|
B 70 5⁄5 | ||||||||
| 7324 |
Exposes Cursor IDE's MCP tools (codebase search, file operations) as an HTTP AP…
|
B 70 5⁄5 | ||||||||
| 7325 |
SOAR MCP Server
Claim
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
B 70 5⁄5 | ||||||||
| 7326 |
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
|
B 70 5⁄4 | ||||||||
| 7327 |
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
|
B 70 5⁄4 | ||||||||
| 7328 |
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
|
B 70 5⁄4 | ||||||||
| 7329 |
A local-first knowledge base server that enables AI clients to store, retrieve,…
|
B 70 5⁄4 | ||||||||
| 7330 |
YTPipe
Claim
Transforms YouTube videos into LLM-ready knowledge bases through transcription,…
|
B 70 5⁄5 | ||||||||
| 7331 |
Enables e-commerce shop owners to query their business data using natural langu…
|
B 70 5⁄5 | ||||||||
| 7332 |
Local file search for AI agents — semantic + keyword indexing over your codebas…
|
B 70 5⁄4 | ||||||||
| 7333 |
A tool that enables AI assistants to conversationally scaffold, build, and publ…
|
B 70 5⁄4 | ||||||||
| 7334 |
Provides advanced Flutter development tools via Model Context Protocol with fea…
|
B 70 5⁄5 | ||||||||
| 7335 |
高德地图MCP Server,支持stdio, sse和streamable-http
|
B 70 5⁄5 | ||||||||
| 7336 |
Omi API Server
Claim
Provide seamless access to Omi conversations and memories through a standardize…
|
B 70 5⁄4 | ||||||||
| 7337 |
MCP Azure Project
Claim
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
|
B 70 5⁄5 | ||||||||
| 7338 |
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
|
B 70 5⁄5 | ||||||||
| 7339 |
Enables web searching and local business discovery through the Brave Search API…
|
B 70 5⁄5 | ||||||||
| 7340 |
Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt…
|
B 70 5⁄4 | ||||||||
| 7341 |
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
|
B 70 5⁄4 | ||||||||
| 7342 |
Forge Space MCP server for UI and backend generation via stdio transport.
|
B 70 5⁄4 | ||||||||
| 7343 |
A Model Context Protocol server that enables Large Language Models to seamlessl…
|
B 70 5⁄5 | ||||||||
| 7344 |
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
|
B 70 5⁄4 | ||||||||
| 7345 |
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
|
B 70 5⁄5 | ||||||||
| 7346 |
Enables AI agents to manage a file-backed ticketing system directly within a lo…
|
B 70 5⁄4 | ||||||||
| 7347 |
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
|
B 70 5⁄5 | ||||||||
| 7348 |
A Tesseract.js-based server that enables image-to-text recognition within MCP-c…
|
B 70 5⁄4 | ||||||||
| 7349 |
A production-ready template for building Model Context Protocol servers in Type…
|
B 70 5⁄4 | ||||||||
| 7350 |
Enables AI agents to retrieve real-time data on wallet DeFi positions, token ba…
|
B 70 5⁄5 | ||||||||