MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14951 |
Provide a simple MCP server implementation to demonstrate integration with Sent…
|
F 30 5⁄4 | ||||||||
| 14952 |
Analyze stocks and SEC filings to surface key insights, from price and volume t…
|
F 30 6⁄6 | ||||||||
| 14953 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 14954 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 14955 |
Provides semantic search capabilities by connecting Claude Desktop to a Cloudfl…
|
F 30 5⁄5 | ||||||||
| 14956 |
A Model Context Protocol server that extracts and analyzes Python code structur…
|
F 30 5⁄4 | ||||||||
| 14957 |
A server implementing the Model Context Protocol that enables users to retrieve…
|
F 30 5⁄5 | ||||||||
| 14958 |
Interact with your Fibery workspace.
|
F 30 5⁄5 | ||||||||
| 14959 |
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
|
F 30 5⁄5 | ||||||||
| 14960 |
solan docs context
|
F 30 5⁄4 | ||||||||
| 14961 |
A Model Context Protocol (MCP) server that enables AI assistants to generate im…
|
F 30 5⁄5 | ||||||||
| 14962 |
Enables AI agents and automation scripts to securely interact with self-hosted …
|
F 30 5⁄5 | ||||||||
| 14963 |
Build and deploy pragmatic retrieval-augmented generation (RAG) agents efficien…
|
F 30 5⁄4 | ||||||||
| 14964 |
Reddit integration to analyze content on WallStreetBets community
|
F 30 5⁄5 | ||||||||
| 14965 |
A Model Context Protocol server that enables users to automatically generate ar…
|
F 30 5⁄4 | ||||||||
| 14966 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 14967 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||
| 14968 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||
| 14969 |
A Model Context Protocol server that enhances Claude in Cursor AI with advanced…
|
F 30 5⁄4 | ||||||||
| 14970 |
An AI-driven text translation service supporting 20+ languages, based on the Mo…
|
F 30 5⁄5 | ||||||||
| 14971 |
A Model Context Protocol server that allows Claude to make API requests on your…
|
F 30 5⁄5 | ||||||||
| 14972 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 14973 |
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…
|
F 30 5⁄4 | ||||||||
| 14974 |
Enables intelligent search and retrieval of Japanese legal statutes through the…
|
F 30 5⁄5 | ||||||||
| 14975 |
Certification authority for AI agents. Register, take adversarial exams, earn c…
|
F 30 6⁄6 | ||||||||
| 14976 |
Provide academic paper search capabilities by querying Google Scholar through a…
|
F 30 6⁄6 | ||||||||
| 14977 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 14978 |
An MCP server that enables integration with SonarQube Server or Cloud for code …
|
F 30 6⁄4 | ||||||||
| 14979 |
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
|
F 30 5⁄5 | ||||||||
| 14980 |
An MCP server for analyzing, manipulating, and documenting PICO-8 game carts us…
|
F 30 5⁄4 | ||||||||
| 14981 |
An advanced Model Context Protocol server that integrates real-time weather dat…
|
F 30 5⁄5 | ||||||||
| 14982 |
The server facilitates access to Julia documentation and source code through Cl…
|
F 30 5⁄5 | ||||||||
| 14983 |
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, …
|
F 30 5⁄5 | ||||||||
| 14984 |
Interfaces with the Perplexity AI API to provide advanced question answering ca…
|
F 30 5⁄5 | ||||||||
| 14985 |
linkedmcp
|
F 30 5⁄5 | ||||||||
| 14986 |
Provides tools to interact with the HireBase Job API, enabling users to search …
|
F 30 5⁄5 | ||||||||
| 14987 |
Enables Claude Desktop to interact with Snowflake databases through natural-lan…
|
F 30 5⁄4 | ||||||||
| 14988 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
|
F 30 5⁄5 | ||||||||
| 14989 |
A knowledge graph server for AI agents, built with Neo4j and integrated with Mo…
|
F 30 5⁄4 | ||||||||
| 14990 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 14991 |
A FastMCP-based server that supports SSE real-time event streaming and tool cal…
|
F 30 5⁄4 | ||||||||
| 14992 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
|
F 30 5⁄5 | ||||||||
| 14993 |
Enables AI-assisted image generation from text prompts using multiple providers…
|
F 30 6⁄6 | ||||||||
| 14994 |
A standalone scheduling service providing cron-like job capabilities through th…
|
F 30 5⁄4 | ||||||||
| 14995 |
A centralized Model Context Protocol server that provides common development to…
|
F 30 5⁄4 | ||||||||
| 14996 |
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal…
|
F 30 5⁄5 | ||||||||
| 14997 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||
| 14998 |
A Model Context Protocol server that enables LLMs to manage network topologies,…
|
F 30 5⁄5 | ||||||||
| 14999 |
This server bridges the Model Context Protocol (MCP) to the MQTT protocol, allo…
|
F 30 5⁄4 | ||||||||
| 15000 |
MCP server to give new instructions to agent while its working. It uses the get…
|
F 30 5⁄5 | ||||||||