MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4801 |
MCP and MCP SSE Server that automatically generate API based on database schema…
|
B 74 5⁄4 | ||||||||
| 4802 |
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
|
B 74 5⁄5 | ||||||||
| 4803 |
Revit MCP Server
Claim
Enables seamless communication between Claude AI and Autodesk Revit, allowing u…
|
B 74 5⁄5 | ||||||||
| 4804 |
azure-devops-mcp-server
Claim
Enables natural language interaction with Azure DevOps to manage work items, pr…
|
B 74 5⁄5 | ||||||||
| 4805 |
Allows executing shell commands within a secure Docker container through Claude…
|
B 74 5⁄4 | ||||||||
| 4806 |
Google Photos MCP Server
Claim
Enables AI assistants to search, browse, and retrieve metadata and images from …
|
B 74 5⁄5 | ||||||||
| 4807 |
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
|
B 74 5⁄5 | ||||||||
| 4808 |
HTTP OAuth MCP Server
Claim
A reference implementation for creating an MCP server supporting Streamable HTT…
|
B 74 5⁄5 | ||||||||
| 4809 |
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
|
B 74 5⁄5 | ||||||||
| 4810 |
|
B 74 5⁄4 | ||||||||
| 4811 |
Enables LLM agents to search, navigate, and filter PolyMarket prediction market…
|
B 74 5⁄5 | ||||||||
| 4812 |
kanban-mcp
Claim
MCP server providing kanban-based task management memory for complex multi-sess…
|
B 74 5⁄4 | ||||||||
| 4813 |
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
|
B 74 5⁄5 | ||||||||
| 4814 |
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry…
|
B 74 5⁄5 | ||||||||
| 4815 |
A framework for building and querying temporally-aware knowledge graphs that al…
|
B 74 5⁄5 | ||||||||
| 4816 |
Integrates Granola.ai meeting intelligence with MCP clients to provide direct a…
|
B 74 5⁄4 | ||||||||
| 4817 |
ThinkMem is an MCP server for memory management of large language models, offer…
|
B 74 5⁄5 | ||||||||
| 4818 |
Provides semantic code search and retrieval capabilities for AI agents, enablin…
|
B 74 5⁄5 | ||||||||
| 4819 |
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
|
B 74 5⁄5 | ||||||||
| 4820 |
Provides access to step-by-step drawing tutorials from easydrawingguides.com, e…
|
B 74 5⁄5 | ||||||||
| 4821 |
Connects LLMs to GitHub and GitLab to analyze pull and merge requests for logic…
|
B 74 5⁄5 | ||||||||
| 4822 |
Enables intelligent RSS feed management with AI-powered semantic search, advanc…
|
B 74 5⁄5 | ||||||||
| 4823 |
mad-invoice-mcp
Claim
Enables creation and management of invoices with JSON storage and LaTeX-based P…
|
B 74 5⁄4 | ||||||||
| 4824 |
Integrates Ploi.io API functionality into AI assistants for managing servers, s…
|
B 74 5⁄5 | ||||||||
| 4825 |
Moodle MCP
Claim
A Moodle MCP server so students can collaborate with their courses through the …
|
B 74 5⁄5 | ||||||||
| 4826 |
Enables browsing, searching, and downloading Pixiv content including illustrati…
|
B 74 5⁄5 | ||||||||
| 4827 |
A Node.js MCP server that wraps the Claude Code CLI to enable parallel executio…
|
B 74 5⁄5 | ||||||||
| 4828 |
Provides real-time access to Path of Exile 2 game data including currency excha…
|
B 74 5⁄5 | ||||||||
| 4829 |
An MCP server that enables LLMs to search, summarize, and retrieve detailed inf…
|
B 74 5⁄5 | ||||||||
| 4830 |
A read-only PostgreSQL MCP server that enables AI agents to perform schema intr…
|
B 74 5⁄5 | ||||||||
| 4831 |
Facilitates knowledge graph representation with semantic search using Qdrant, s…
|
B 74 5⁄5 | ||||||||
| 4832 |
Enables AI coding agents to interact with Gel databases by executing queries, t…
|
B 74 5⁄4 | ||||||||
| 4833 |
E-phy MCP Server
Claim
Provides access to the French e-phy catalog for detailed information on pestici…
|
B 74 5⁄5 | ||||||||
| 4834 |
frappe-api-mcp
Claim
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
|
B 74 5⁄4 | ||||||||
| 4835 |
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
|
B 74 5⁄5 | ||||||||
| 4836 |
Enables AI agents to connect to and chat with multiple LLM models (OpenAI, Open…
|
B 74 5⁄5 | ||||||||
| 4837 |
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
|
B 74 5⁄5 | ||||||||
| 4838 |
Enables AI assistants to directly access and manage your local Prompteka prompt…
|
B 74 5⁄4 | ||||||||
| 4839 |
Enables MCP-compatible applications to directly interact with PocketBase databa…
|
B 74 5⁄5 | ||||||||
| 4840 |
A Model Context Protocol server enabling AI assistants to scrape web content wi…
|
B 74 5⁄5 | ||||||||
| 4841 |
A lightweight but powerful server that enables AI assistants to execute AWS CLI…
|
B 74 5⁄5 | ||||||||
| 4842 |
Qdrant MCP Server
Claim
Enables semantic code search across codebases using Qdrant vector database and …
|
B 74 5⁄5 | ||||||||
| 4843 |
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
|
B 74 5⁄4 | ||||||||
| 4844 |
Enables users to manage Uber advertising campaigns through natural language by …
|
B 74 5⁄5 | ||||||||
| 4845 |
Enables project management and repository operations on GitLab through the GitL…
|
B 74 5⁄5 | ||||||||
| 4846 |
MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, c…
|
B 74 5⁄5 | ||||||||
| 4847 |
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
|
B 74 5⁄5 | ||||||||
| 4848 |
An MCP server that provides a semantic layer for the Voi ecosystem, translating…
|
B 74 5⁄5 | ||||||||
| 4849 |
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
|
B 74 5⁄5 | ||||||||
| 4850 |
🐞 MCP Node.js debugger
|
B 74 5⁄4 | ||||||||