MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21701 |
mcp-1panel
Claim
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for …
|
C 68 4⁄4 | ||||||||
| 21702 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||
| 21703 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 21704 |
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
|
C 68 4⁄4 | ||||||||
| 21705 |
react-analyzer-mcp
Claim
A Docker-managed MCP server for analyzing React codebases and generating compon…
|
C 68 3⁄3 | ||||||||
| 21706 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 21707 |
A server that transforms a standard Language Model into a dynamic multi-agent s…
|
C 68 3⁄3 | ||||||||
| 21708 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 21709 |
My Prompts MCP
Claim
Lightweight MCP server for providing user prompts defined in Markdown with argu…
|
C 68 3⁄3 | ||||||||
| 21710 |
Transforms AI agents into industry experts through natural conversation, enabli…
|
C 68 4⁄4 | ||||||||
| 21711 |
WOOFi Pro MCP Server
Claim
Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and O…
|
C 68 4⁄4 | ||||||||
| 21712 |
A multi-agent research MCP server + mini client adapter - orchestrates a net of…
|
C 68 4⁄4 | ||||||||
| 21713 |
Provides comprehensive access to Google Ads API v20, enabling AI assistants to …
|
C 68 4⁄4 | ||||||||
| 21714 |
Enables interaction with Metasploit Framework via the msfrpc protocol, exposing…
|
C 68 3⁄3 | ||||||||
| 21715 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 21716 |
Model Context Protocol server that enables LLMs to interact with X.com (formerl…
|
C 68 4⁄4 | ||||||||
| 21717 |
Codex JetBrains MCP
Claim
Enables Codex to retrieve the currently selected file, line numbers, and code s…
|
C 68 3⁄3 | ||||||||
| 21718 |
An MCP server for Garmin Connect that provides access to fitness activities, he…
|
C 68 3⁄3 | ||||||||
| 21719 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21720 |
Oracle ADB MCP Server
Claim
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
|
C 68 3⁄3 | ||||||||
| 21721 |
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
C 68 4⁄4 | ||||||||
| 21722 |
MCP server for analyzing Perfetto traces with LLMs — query .pftrace files in Pe…
|
C 68 3⁄3 | ||||||||
| 21723 |
Official MCP server for Buildkite. Create new pipelines, diagnose and fix failu…
|
C 68 4⁄3 | ||||||||
| 21724 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21725 |
A Model Context Protocol server that connects AI assistants like Claude to AWS …
|
C 68 4⁄4 | ||||||||
| 21726 |
AI powered automation toolkit which acts as an agent that discovers MCP servers…
|
C 68 4⁄3 | ||||||||
| 21727 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21728 |
Polymarket, GDELT, OpenSky, Cloudflare Radar unified as one MCP server.
|
C 68 3⁄3 | ||||||||
| 21729 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
|
C 68 4⁄3 | ||||||||
| 21730 |
Provides fast file search capabilities using fd (a modern find alternative), en…
|
C 68 4⁄3 | ||||||||
| 21731 |
shinzo
Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
|
C 68 4⁄3 | ||||||||
| 21732 |
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
|
C 68 4⁄4 | ||||||||
| 21733 |
Geargrafx
Claim
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and em…
|
C 68 3⁄3 | ||||||||
| 21734 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 21735 |
Boring Gemini
Claim
An autonomous AI development agent that enables full-stack coding, automated ve…
|
C 68 4⁄4 | ||||||||
| 21736 |
Xiaohongshu MCP Python
Claim
Enables automated content publishing and management on Xiaohongshu (Little Red …
|
C 68 4⁄3 | ||||||||
| 21737 |
Enables interaction with InfluxDB v3 (Core/Enterprise/Cloud Dedicated) through …
|
C 68 4⁄4 | ||||||||
| 21738 |
osmmcp
Claim
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Mode…
|
C 68 4⁄3 | ||||||||
| 21739 |
An MCP server that provides AI models with full browser automation capabilities…
|
C 68 3⁄3 | ||||||||
| 21740 |
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
C 68 4⁄3 | ||||||||
| 21741 |
Enables interaction with Shopify store data via the GraphQL Admin API to manage…
|
C 68 4⁄4 | ||||||||
| 21742 |
MCP File Reader
Claim
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
C 68 3⁄3 | ||||||||
| 21743 |
Pocket Casts MCP Server
Claim
Connects AI assistants to Pocket Casts accounts for browsing subscriptions, rea…
|
C 68 3⁄3 | ||||||||
| 21744 |
MCP Telephony server for automating voice calls with Speech-to-Text and Speech …
|
C 68 4⁄3 | ||||||||
| 21745 |
Audit websites for GDPR, CCPA, and ePrivacy compliance — trackers, consent, and…
|
C 68 3⁄3 | ||||||||
| 21746 |
Enables database operations and cloud infrastructure management for ClickHouse,…
|
C 68 4⁄4 | ||||||||
| 21747 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 21748 |
Perform arithmetic and other common math calculations on demand. Combine operat…
|
C 68 3⁄3 | ||||||||
| 21749 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 21750 |
gdb and rr Debugging
Claim
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpo…
|
C 68 4⁄3 | ||||||||