MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7601 |
An MCP server that connects to SCIM 2.0 APIs, enabling MCP clients to manage SC…
|
B 70 5⁄5 | ||||||||
| 7602 |
|
B 70 5⁄4 | ||||||||
| 7603 |
Simple RAG implementation from scratch using MCP, focusing on Perception, Memor…
|
B 70 5⁄4 | ||||||||
| 7604 |
Web Content Retrieval (full webpage, filtered content, or Markdown-converted), …
|
B 70 5⁄5 | ||||||||
| 7605 |
A Model Context Protocol server that integrates with Prospeo API to find work e…
|
B 70 5⁄5 | ||||||||
| 7606 |
Modular MCP Server
Claim
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
|
B 70 5⁄4 | ||||||||
| 7607 |
Model Context Protocol server that provides seamless access to Google Calendar …
|
B 70 5⁄5 | ||||||||
| 7608 |
You.com MCP Server
Claim
MCP server that provides Claude AI assistants with the ability to search the we…
|
B 70 5⁄5 | ||||||||
| 7609 |
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
|
B 70 5⁄4 | ||||||||
| 7610 |
A Model Context Protocol server that provides access to property data, address …
|
B 70 5⁄5 | ||||||||
| 7611 |
Enables AI agents to interact with the Honeybadger error monitoring service to …
|
B 70 5⁄5 | ||||||||
| 7612 |
A Claude Model Configuration Protocol (MCP) server that provides real-time time…
|
B 70 5⁄4 | ||||||||
| 7613 |
A production-ready MCP server that enables users to interact with PostgreSQL da…
|
B 70 5⁄5 | ||||||||
| 7614 |
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
|
B 70 5⁄4 | ||||||||
| 7615 |
CSV Editor
Claim
Comprehensive CSV processing MCP server with 40+ operations for data manipulati…
|
B 70 5⁄5 | ||||||||
| 7616 |
Provides text analysis tools including TF-IDF document search and text profilin…
|
B 70 5⁄5 | ||||||||
| 7617 |
A remote Model Context Protocol server that extracts YouTube video transcripts …
|
B 70 5⁄5 | ||||||||
| 7618 |
A Node.js server implementing Model Context Protocol (MCP) that enables natural…
|
B 70 5⁄5 | ||||||||
| 7619 |
An MCP server for navigating thought processes using branches, supporting thoug…
|
B 70 5⁄5 | ||||||||
| 7620 |
Enables AI-powered natural language stock market queries with real-time data fr…
|
B 70 5⁄5 | ||||||||
| 7621 |
studio-mcp
Claim
Embeds Snyk's security engines into agentic workflows. Secures AI-generated cod…
|
B 70 5⁄5 | ||||||||
| 7622 |
Adds persistent task management to AI coding assistants in IDEs, allowing them …
|
B 70 5⁄4 | ||||||||
| 7623 |
MCP Sigmund
Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
|
B 70 5⁄5 | ||||||||
| 7624 |
Prevents citation hallucination by verifying academic citations against CrossRe…
|
B 70 5⁄5 | ||||||||
| 7625 |
MCP server for architecture and system design. Store and manage project archite…
|
B 70 5⁄5 | ||||||||
| 7626 |
Provides AI tools with access to Visa's Product Design System resources, includ…
|
B 70 5⁄5 | ||||||||
| 7627 |
SOAR MCP Server
Claim
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
B 70 5⁄5 | ||||||||
| 7628 |
A FastAPI-based server that provides a web UI for uploading, processing, and an…
|
B 70 5⁄4 | ||||||||
| 7629 |
Video Games MCP Server
Claim
Provides direct access to the RAWG gaming database, allowing users to search fo…
|
B 70 5⁄5 | ||||||||
| 7630 |
Enables the validation and generation of Terraform Infrastructure as Code accor…
|
B 70 5⁄4 | ||||||||
| 7631 |
LiveKit RAG Assistant
Claim
Enables AI-powered semantic search and question-answering for LiveKit documenta…
|
B 70 5⁄5 | ||||||||
| 7632 |
mcp-batchit
Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
|
B 70 5⁄4 | ||||||||
| 7633 |
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
|
B 70 5⁄5 | ||||||||
| 7634 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7635 |
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
|
B 70 5⁄5 | ||||||||
| 7636 |
Enables e-commerce shop owners to query their business data using natural langu…
|
B 70 5⁄5 | ||||||||
| 7637 |
A Model Context Protocol server providing tools for querying Bitcoin blockchain…
|
B 70 5⁄5 | ||||||||
| 7638 |
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
|
B 70 5⁄4 | ||||||||
| 7639 |
A Model Context Protocol server that enables LLMs to interact with all MonkeyTy…
|
B 70 5⁄5 | ||||||||
| 7640 |
A Python implementation of the Model Context Protocol that allows applications …
|
B 70 5⁄5 | ||||||||
| 7641 |
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
|
B 70 5⁄4 | ||||||||
| 7642 |
Provides current weather conditions, multi-day forecasts, and location search c…
|
B 70 5⁄5 | ||||||||
| 7643 |
Give AI agents read/write access to your Obsidian vault via MCP
|
B 70 5⁄4 | ||||||||
| 7644 |
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
|
B 70 5⁄5 | ||||||||
| 7645 |
Any API MCP Server
Claim
Dynamically converts any API with an OpenAPI v3 specification into MCP tools fo…
|
B 70 5⁄5 | ||||||||
| 7646 |
mcp-forge
Claim
A complete MCP server template that include vitamins (oauth authentication incl…
|
B 70 5⁄4 | ||||||||
| 7647 |
YTPipe
Claim
Transforms YouTube videos into LLM-ready knowledge bases through transcription,…
|
B 70 5⁄5 | ||||||||
| 7648 |
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
|
B 70 5⁄4 | ||||||||
| 7649 |
Python wrapper & MCP server for the rqbit API
|
B 70 5⁄5 | ||||||||
| 7650 |
A lightweight, fast MCP server that provides onchain capabilities for the LLMs …
|
B 70 5⁄5 | ||||||||