MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19801 |
git-courer
Claim
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, rea…
|
B 79 3⁄3 | ||||||||
| 19802 |
Enables natural language content management for Strapi CMS, supporting creation…
|
B 79 4⁄4 | ||||||||
| 19803 |
Enables AI-powered video-to-audio and text-to-audio generation using MMAudio's …
|
B 79 4⁄4 | ||||||||
| 19804 |
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
|
B 79 4⁄3 | ||||||||
| 19805 |
ZKshare
Claim
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /…
|
B 79 3⁄3 | ||||||||
| 19806 |
A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics…
|
B 79 4⁄3 | ||||||||
| 19807 |
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
|
B 79 4⁄3 | ||||||||
| 19808 |
Enables comprehensive Trello integration through Claude Desktop, allowing users…
|
B 79 4⁄3 | ||||||||
| 19809 |
Connects AI assistants to Todoist for comprehensive task management, enabling n…
|
B 79 4⁄4 | ||||||||
| 19810 |
Validate tool-call args before execution. Returns LLM-friendly retry hints.
|
B 79 3⁄3 | ||||||||
| 19811 |
Enables AI agents to read, search, and modify HWPX documents directly via MCP, …
|
B 79 4⁄3 | ||||||||
| 19812 |
claude-peers
Claim
Enables discovery and instant communication between multiple local Claude Code …
|
B 79 3⁄3 | ||||||||
| 19813 |
Provides LLM-optimized tools for advanced code analysis, repository complexity …
|
B 79 3⁄3 | ||||||||
| 19814 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 19815 |
engraph
Claim
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian va…
|
B 79 3⁄3 | ||||||||
| 19816 |
Crypto wallets, payments, and referral earnings for AI agents on Base L2
|
B 79 3⁄3 | ||||||||
| 19817 |
mcp-PostmanV3
|
B 79 4⁄3 | ||||||||
| 19818 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19819 |
Provides a comprehensive suite of tools for interacting with AWS services like …
|
B 79 3⁄3 | ||||||||
| 19820 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 19821 |
attio-mcp-server
Claim
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
B 79 4⁄3 | ||||||||
| 19822 |
Extract and process web content into clean, structured formats optimized for LL…
|
B 79 3⁄3 | ||||||||
| 19823 |
prompt-to-asset
Claim
Generate app icons, favicons, OG images, and logos by routing across 30+ image …
|
B 79 3⁄3 | ||||||||
| 19824 |
Enables AI assistants to interact with BlindPay's stablecoin payment infrastruc…
|
B 79 4⁄4 | ||||||||
| 19825 |
Brick Builder MCP App
Claim
A Three.js MCP server for designing 3D brick constructions, enabling AI or inte…
|
B 79 3⁄3 | ||||||||
| 19826 |
Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Te…
|
B 79 3⁄3 | ||||||||
| 19827 |
Autonomous shell execution, computer control and coding agent. (Mac)
|
B 79 4⁄3 | ||||||||
| 19828 |
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
|
B 79 4⁄3 | ||||||||
| 19829 |
MCP server exposing KiCad PCB Editor functionality via IPC API
|
B 79 3⁄3 | ||||||||
| 19830 |
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
B 79 3⁄3 | ||||||||
| 19831 |
Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides…
|
B 79 4⁄4 | ||||||||
| 19832 |
mcp-fusion
Claim
A TypeScript framework for building production-ready MCP servers with automatic…
|
B 79 3⁄3 | ||||||||
| 19833 |
semiotic
Claim
React data visualization MCP server with 30+ chart types. 5 tools: suggest char…
|
B 79 3⁄3 | ||||||||
| 19834 |
Enables AI assistants to securely manage Bitwarden vault items, folders, attach…
|
B 79 4⁄3 | ||||||||
| 19835 |
Access Austrian federal laws, state laws, court decisions, and legal documents …
|
B 79 4⁄3 | ||||||||
| 19836 |
|
B 79 3⁄3 | ||||||||
| 19837 |
A local-first MCP server that provides AI agents with safe codebase access thro…
|
B 79 4⁄3 | ||||||||
| 19838 |
Runtime budget authority for autonomous agents - a set of tools to check, reser…
|
B 79 3⁄3 | ||||||||
| 19839 |
KatanA Markdown Linter
Claim
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only r…
|
B 79 3⁄3 | ||||||||
| 19840 |
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
B 79 3⁄3 | ||||||||
| 19841 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 19842 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19843 |
Enable integration of WezTerm terminal emulator with external tools and resourc…
|
B 79 3⁄3 | ||||||||
| 19844 |
aapl-ads-mcp
Claim
|
B 79 3⁄3 | ||||||||
| 19845 |
AI-powered cascading development framework. Decompose complex projects into par…
|
B 79 4⁄3 | ||||||||
| 19846 |
Rakuten API integration for product search, hotel and travel booking, and recip…
|
B 79 3⁄3 | ||||||||
| 19847 |
LinkedIn-native AI content creation, scheduling & analytics. Write and post on …
|
B 79 4⁄3 | ||||||||
| 19848 |
mcp-kubernetes-ro
Claim
Provides read-only access to Kubernetes clusters for AI assistants.
|
B 79 4⁄3 | ||||||||
| 19849 |
A comprehensive Model Context Protocol (MCP) server for market sizing analysis,…
|
B 79 4⁄4 | ||||||||
| 19850 |
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
B 79 4⁄3 | ||||||||