MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19751 |
Framework-aware code intelligence that indexes source code into a cross-languag…
|
B 80 3⁄3 | ||||||||
| 19752 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19753 |
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
|
B 80 3⁄3 | ||||||||
| 19754 |
Enables AI assistants to interact with WhatsApp through the WSAPI service, supp…
|
B 80 4⁄4 | ||||||||
| 19755 |
nyxstrike
Claim
AI Powered penetration testing Platform for offensive security research
|
B 80 3⁄3 | ||||||||
| 19756 |
Dart AI task management MCP with batch operations, DartQL selectors, CSV import…
|
B 80 4⁄3 | ||||||||
| 19757 |
appcontrol-mcp-go
Claim
AppControl MCP is a local server connecting AI agents and IDEs like Claude, Cur…
|
B 80 3⁄3 | ||||||||
| 19758 |
cli-anything-zotero
Claim
CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for …
|
B 80 3⁄3 | ||||||||
| 19759 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19760 |
Provides web search and page fetch capabilities using a browser-based approach,…
|
B 80 3⁄3 | ||||||||
| 19761 |
MCP server for creating and managing SOPS-encrypted secret files using age encr…
|
B 79 3⁄3 | ||||||||
| 19762 |
Enable AI assistants to seamlessly manage, create, execute, and monitor n8n wor…
|
B 79 4⁄3 | ||||||||
| 19763 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
|
B 79 3⁄3 | ||||||||
| 19764 |
engraph
Claim
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian va…
|
B 79 3⁄3 | ||||||||
| 19765 |
git-courer
Claim
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, rea…
|
B 79 3⁄3 | ||||||||
| 19766 |
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
|
B 79 3⁄3 | ||||||||
| 19767 |
Network-egress firewall for agent tools: check URLs against a declarative polic…
|
B 79 3⁄3 | ||||||||
| 19768 |
Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Te…
|
B 79 3⁄3 | ||||||||
| 19769 |
AINL helps turn AI from "a smart conversation" into "a structured worker." It …
|
B 79 3⁄3 | ||||||||
| 19770 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||
| 19771 |
Crypto wallets, payments, and referral earnings for AI agents on Base L2
|
B 79 3⁄3 | ||||||||
| 19772 |
Secure read-only MCP server for Slack workspaces
|
B 79 3⁄3 | ||||||||
| 19773 |
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
|
B 79 4⁄3 | ||||||||
| 19774 |
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflo…
|
B 79 4⁄4 | ||||||||
| 19775 |
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
B 79 3⁄3 | ||||||||
| 19776 |
Rakuten API integration for product search, hotel and travel booking, and recip…
|
B 79 3⁄3 | ||||||||
| 19777 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19778 |
MCP server discovery - find and install MCP servers from Official Registry, Gla…
|
B 79 3⁄3 | ||||||||
| 19779 |
aapl-ads-mcp
Claim
|
B 79 3⁄3 | ||||||||
| 19780 |
python-utcp
Claim
Official python implementation of UTCP. UTCP is an open standard that lets AI a…
|
B 79 4⁄3 | ||||||||
| 19781 |
ZKshare
Claim
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /…
|
B 79 3⁄3 | ||||||||
| 19782 |
miro-mcp-server
Claim
MCP server for controlling Miro whiteboards with AI assistants
|
B 79 4⁄3 | ||||||||
| 19783 |
purple
Claim
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…
|
B 79 3⁄3 | ||||||||
| 19784 |
Provides a comprehensive suite of tools for interacting with AWS services like …
|
B 79 3⁄3 | ||||||||
| 19785 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
|
B 79 3⁄3 | ||||||||
| 19786 |
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit d…
|
B 79 4⁄4 | ||||||||
| 19787 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 19788 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 19789 |
Enables AI assistants to interact with BlindPay's stablecoin payment infrastruc…
|
B 79 4⁄4 | ||||||||
| 19790 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
|
B 79 3⁄3 | ||||||||
| 19791 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19792 |
linkedapi-mcp
Claim
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-…
|
B 79 4⁄4 | ||||||||
| 19793 |
Brick Builder MCP App
Claim
A Three.js MCP server for designing 3D brick constructions, enabling AI or inte…
|
B 79 3⁄3 | ||||||||
| 19794 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19795 |
semiotic
Claim
React data visualization MCP server with 30+ chart types. 5 tools: suggest char…
|
B 79 3⁄3 | ||||||||
| 19796 |
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
B 79 3⁄3 | ||||||||
| 19797 |
Extract and process web content into clean, structured formats optimized for LL…
|
B 79 3⁄3 | ||||||||
| 19798 |
Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, c…
|
B 79 3⁄3 | ||||||||
| 19799 |
Parse and extract structured data from various document formats (PDF, Word, HTM…
|
B 79 3⁄3 | ||||||||
| 19800 |
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
|
B 79 4⁄3 | ||||||||