MCP Server Quality Scores
Independent quality analysis of 44549 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2901 |
Enables inspection and querying of Firestore data and Cloud Function logs withi…
|
B 77 5⁄5 | ||||||||
| 2902 |
WikiTree MCP server
Claim
Integrates with the WikiTree API to provide tools for exploring genealogical da…
|
B 77 5⁄4 | ||||||||
| 2903 |
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
|
B 77 5⁄5 | ||||||||
| 2904 |
MCP server that allow LLM in agent mode builds n8n workflows for you
|
B 77 5⁄4 | ||||||||
| 2905 |
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
|
B 77 5⁄4 | ||||||||
| 2906 |
Give your AI the ability to read the web. Fetches URLs as clean markdown with m…
|
B 77 5⁄5 | ||||||||
| 2907 |
Enables comprehensive academic research through the Semantic Scholar API, inclu…
|
B 77 5⁄5 | ||||||||
| 2908 |
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
|
B 77 5⁄5 | ||||||||
| 2909 |
Enables evolutionary solution generation and optimization using genetic algorit…
|
B 77 5⁄5 | ||||||||
| 2910 |
code-rag-golang
Claim
AI modifies a function but misses 5 callers that also need updating. crag fixes…
|
B 77 5⁄4 | ||||||||
| 2911 |
MCP server for generating beautiful code screenshots directly from Claude
|
B 77 5⁄5 | ||||||||
| 2912 |
Provides reusable AI assistant behavior rules as prompts and automatic git repo…
|
B 77 5⁄5 | ||||||||
| 2913 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 77 5⁄4 | ||||||||
| 2914 |
MCP server for transcript processing — formatting, contextual repair & smart su…
|
B 77 5⁄5 | ||||||||
| 2915 |
Laravel MCP Companion
Claim
Provides instant access to comprehensive Laravel ecosystem documentation includ…
|
B 77 5⁄4 | ||||||||
| 2916 |
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
|
B 77 5⁄5 | ||||||||
| 2917 |
Enables LLMs to perform browser automation tasks including web scraping, taking…
|
B 77 5⁄4 | ||||||||
| 2918 |
Enables access to Document360 knowledge base content through simple GET operati…
|
B 77 5⁄5 | ||||||||
| 2919 |
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
|
B 77 5⁄4 | ||||||||
| 2920 |
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
|
B 77 5⁄4 | ||||||||
| 2921 |
Provides comprehensive PC control capabilities including file operations (read,…
|
B 77 5⁄5 | ||||||||
| 2922 |
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
|
B 77 5⁄5 | ||||||||
| 2923 |
icd-mcp
Claim
WHO ICD-10/ICD-11 diagnosis codes. Lookup, search, chapters via official WHO AP…
|
B 77 6⁄6 | ||||||||
| 2924 |
Enables semantic search and question-answering over semiconductor component dat…
|
B 77 5⁄4 | ||||||||
| 2925 |
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
|
B 77 5⁄4 | ||||||||
| 2926 |
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
|
B 77 6⁄6 | ||||||||
| 2927 |
MCP Server for Bitrise, enabling app management, build operations, artifact man…
|
B 77 6⁄6 | ||||||||
| 2928 |
Enables AI agents to interact with Magento 2 development environments through c…
|
B 77 5⁄4 | ||||||||
| 2929 |
Enables users to convert structured data into Token-Oriented Object Notation (T…
|
B 77 5⁄5 | ||||||||
| 2930 |
Enables searching, reading, and commenting on Google Drive documents through se…
|
B 77 5⁄5 | ||||||||
| 2931 |
Node.js and TypeScript debugging with 25+ tools for AI agents
|
B 77 5⁄5 | ||||||||
| 2932 |
agent-tool
Claim
Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools in…
|
B 77 5⁄4 | ||||||||
| 2933 |
Enables comprehensive CSV file management including creating, editing, analyzin…
|
B 77 5⁄5 | ||||||||
| 2934 |
200+ AI-powered legal research and drafting skills for attorneys — case law ana…
|
B 77 4⁄4 | ||||||||
| 2935 |
Provides AI agents with direct access to local Yomitan dictionary databases for…
|
B 77 5⁄4 | ||||||||
| 2936 |
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
|
B 77 5⁄5 | ||||||||
| 2937 |
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
|
B 77 5⁄5 | ||||||||
| 2938 |
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
|
B 77 5⁄5 | ||||||||
| 2939 |
Connects AI assistants to SE Ranking's SEO and project management APIs to enabl…
|
B 77 5⁄5 | ||||||||
| 2940 |
Generates professional PDF resumes using LaTeX templates through natural langua…
|
B 77 5⁄5 | ||||||||
| 2941 |
A security-hardened MCP server that enables AI models to safely interact with O…
|
B 77 5⁄4 | ||||||||
| 2942 |
Enables integration with SF Express shipping and logistics APIs for order manag…
|
B 77 5⁄5 | ||||||||
| 2943 |
Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…
|
B 77 5⁄5 | ||||||||
| 2944 |
Sequential Thinking MCP server follows First principle thinking framework
|
B 77 5⁄4 | ||||||||
| 2945 |
A TypeScript framework for building MCP servers with client session management …
|
B 77 5⁄5 | ||||||||
| 2946 |
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
|
B 77 5⁄5 | ||||||||
| 2947 |
An open source implementation of the Claude built-in text editor tool
|
B 77 5⁄5 | ||||||||
| 2948 |
A local-first security system for autonomous AI agents that provides tools for …
|
B 77 5⁄4 | ||||||||
| 2949 |
Provides instant access to authoritative security documentation from organizati…
|
B 77 5⁄5 | ||||||||
| 2950 |
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
|
B 77 5⁄5 | ||||||||