MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8001 |
Provides AI tools with direct access to project file bundles and structure thro…
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C 69 5⁄4 | ||||||||
| 8002 |
Provides Cheat Engine-like capabilities for game hacking and reverse engineerin…
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C 69 5⁄4 | ||||||||
| 8003 |
A simple note storage system that lets users create and summarize notes with va…
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C 69 5⁄4 | ||||||||
| 8004 |
An MCP-compliant server that enables AI agents to perform accurate Pokémon batt…
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C 69 5⁄5 | ||||||||
| 8005 |
Enables AI assistants to interact with GitLab for managing projects, branches, …
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C 69 5⁄5 | ||||||||
| 8006 |
A Model Context Protocol server that allows LLMs to interact with blockchain th…
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C 69 5⁄4 | ||||||||
| 8007 |
Extracts and stores documentation content from Microsoft Learn and GitHub URLs …
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C 69 5⁄5 | ||||||||
| 8008 |
File Search MCP
Claim
Enables blazingly fast file and content searching in large codebases using ripg…
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C 69 5⁄4 | ||||||||
| 8009 |
A Model Context Protocol implementation that plays sound effects (completion, e…
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C 69 5⁄5 | ||||||||
| 8010 |
mcp-starter is a secure, starter framework for building MCP servers with JWT-ba…
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C 69 5⁄5 | ||||||||
| 8011 |
Analyzes codebases and extracts all symbols (functions, classes, methods, inter…
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C 69 5⁄4 | ||||||||
| 8012 |
A Model Context Protocol (MCP) server for running Genesis World simulations wit…
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C 69 5⁄4 | ||||||||
| 8013 |
A Python-based server that provides access to Whissle API endpoints for speech-…
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C 69 5⁄5 | ||||||||
| 8014 |
Integrates SOAR (Security Orchestration, Automation and Response) capabilities …
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C 69 5⁄5 | ||||||||
| 8015 |
A modern MCP server that provides fast, structured access to Microsoft Flight S…
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C 69 5⁄5 | ||||||||
| 8016 |
An MCP server that enables LLMs to perform blockchain operations on the Base ne…
|
C 69 5⁄5 | ||||||||
| 8017 |
A Model Context Protocol (MCP) server that optimizes token usage by caching dat…
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C 69 5⁄5 | ||||||||
| 8018 |
Connects Jira projects to AI assistants, enabling natural language queries to v…
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C 69 5⁄5 | ||||||||
| 8019 |
一个 Ant Design 组件查询的 mcp 服务，包含 组件文档、API 文档、代码示例、组件更新日志查询
|
C 69 5⁄5 | ||||||||
| 8020 |
kubernetes-mcp
Claim
A Model Context Protocol (MCP) server that provides safe, read-only access to K…
|
C 69 5⁄5 | ||||||||
| 8021 |
Enables AI assistants to interact with RGB assets, Lightning Network operations…
|
C 69 5⁄5 | ||||||||
| 8022 |
DFlow MCP Server
Claim
Provides access to Kalshi prediction market data with 23 tools for querying eve…
|
C 69 5⁄5 | ||||||||
| 8023 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 8024 |
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
|
C 69 5⁄5 | ||||||||
| 8025 |
An MCP server providing complete access to the RequestRepo toolset for managing…
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C 69 5⁄5 | ||||||||
| 8026 |
A personal semantic knowledge base that enables storing, searching, and retriev…
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C 69 5⁄5 | ||||||||
| 8027 |
An MCP server that provides structured analytics for email data by extracting s…
|
C 69 5⁄4 | ||||||||
| 8028 |
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
|
C 69 5⁄5 | ||||||||
| 8029 |
Enables interaction with Oracle databases through MCP by executing SELECT queri…
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C 69 5⁄5 | ||||||||
| 8030 |
A Model Context Protocol server that integrates with the Icypeas API to help us…
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C 69 5⁄5 | ||||||||
| 8031 |
A Model Context Protocol server for time manipulation tasks, enabling AI models…
|
C 69 5⁄4 | ||||||||
| 8032 |
An MCP server for automating Turo peer-to-peer car rental interactions using st…
|
C 69 5⁄4 | ||||||||
| 8033 |
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
|
C 69 5⁄4 | ||||||||
| 8034 |
A server that enables interaction with YouTube data through the Model Context P…
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C 69 5⁄5 | ||||||||
| 8035 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
C 69 5⁄4 | ||||||||
| 8036 |
A flexible server that enables communication between AI models and tools, suppo…
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C 69 5⁄5 | ||||||||
| 8037 |
A full-featured content management platform for Today's Headlines that supports…
|
C 69 5⁄4 | ||||||||
| 8038 |
Enables fetching and reading content from web URLs through a configurable proxy…
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C 69 5⁄5 | ||||||||
| 8039 |
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
|
C 69 5⁄4 | ||||||||
| 8040 |
Provides a read-only interface for querying InstantDB data with tools to execut…
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C 69 5⁄4 | ||||||||
| 8041 |
Utilizes Gemini API and Google Search to generate answers based on the latest i…
|
C 69 5⁄5 | ||||||||
| 8042 |
A smart news search server that automatically switches between multiple news AP…
|
C 69 5⁄5 | ||||||||
| 8043 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 8044 |
A tool that dynamically generates and configures MCP servers by automatically c…
|
C 69 5⁄4 | ||||||||
| 8045 |
Enables remote server management through SSH and SFTP, supporting command execu…
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C 69 5⁄5 | ||||||||
| 8046 |
Provides FastMCP-based servers with various tools for AI assistants including m…
|
C 69 5⁄5 | ||||||||
| 8047 |
Enables AI assistants to help users manage their reading experience by searchin…
|
C 69 5⁄4 | ||||||||
| 8048 |
An MCP Server to compile latex, download/organize/read cited papers, run visual…
|
C 69 5⁄4 | ||||||||
| 8049 |
An MCP server that enables AI models to control electronic music instruments by…
|
C 69 5⁄5 | ||||||||
| 8050 |
An MCP server that provides integration with Jira and Confluence for managing i…
|
C 69 5⁄5 | ||||||||