MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19801 |
engraph
Claim
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian va…
|
B 79 3⁄3 | ||||||||
| 19802 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
|
B 79 3⁄3 | ||||||||
| 19803 |
Enable integration of WezTerm terminal emulator with external tools and resourc…
|
B 79 3⁄3 | ||||||||
| 19804 |
A TypeScript-based MCP server that facilitates note management and weather quer…
|
B 79 3⁄3 | ||||||||
| 19805 |
Autonomous shell execution, computer control and coding agent. (Mac)
|
B 79 4⁄3 | ||||||||
| 19806 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
|
B 79 3⁄3 | ||||||||
| 19807 |
AgentAnycast
Claim
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NA…
|
B 79 3⁄3 | ||||||||
| 19808 |
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …
|
B 79 3⁄3 | ||||||||
| 19809 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 19810 |
mcp-fusion
Claim
A TypeScript framework for building production-ready MCP servers with automatic…
|
B 79 3⁄3 | ||||||||
| 19811 |
Access 1,500+ Murphy's Laws: search, browse by category, random, daily, submit.
|
B 79 3⁄3 | ||||||||
| 19812 |
ZKshare
Claim
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /…
|
B 79 3⁄3 | ||||||||
| 19813 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19814 |
Runtime budget authority for autonomous agents - a set of tools to check, reser…
|
B 79 3⁄3 | ||||||||
| 19815 |
Enables AI assistants to interact with Google NotebookLM, allowing notebook man…
|
B 79 3⁄3 | ||||||||
| 19816 |
purple
Claim
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…
|
B 79 3⁄3 | ||||||||
| 19817 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 19818 |
Enables SMB enumeration and interaction through MCP tools, including share list…
|
B 79 3⁄3 | ||||||||
| 19819 |
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
B 79 4⁄3 | ||||||||
| 19820 |
|
B 79 3⁄3 | ||||||||
| 19821 |
Validate and verify data from other agents before acting on it. Zero LLM costs.
|
B 79 3⁄3 | ||||||||
| 19822 |
MCP server for AI image generation, transformation, and style management via th…
|
B 79 4⁄3 | ||||||||
| 19823 |
A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics…
|
B 79 4⁄3 | ||||||||
| 19824 |
attio-mcp-server
Claim
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
B 79 4⁄3 | ||||||||
| 19825 |
A local-first MCP server that provides AI agents with safe codebase access thro…
|
B 79 4⁄3 | ||||||||
| 19826 |
python-utcp
Claim
Official python implementation of UTCP. UTCP is an open standard that lets AI a…
|
B 79 4⁄3 | ||||||||
| 19827 |
Network-egress firewall for agent tools: check URLs against a declarative polic…
|
B 79 3⁄3 | ||||||||
| 19828 |
Enables AI assistants to securely manage Bitwarden vault items, folders, attach…
|
B 79 4⁄3 | ||||||||
| 19829 |
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with …
|
B 79 4⁄3 | ||||||||
| 19830 |
Official BlindPay MCP server: stablecoin payouts, payins, quotes and receivers …
|
B 79 4⁄4 | ||||||||
| 19831 |
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
|
B 79 3⁄3 | ||||||||
| 19832 |
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
B 79 3⁄3 | ||||||||
| 19833 |
MCP server exposing KiCad PCB Editor functionality via IPC API.
|
B 79 3⁄3 | ||||||||
| 19834 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 19835 |
claude-peers
Claim
Enables discovery and instant communication between multiple local Claude Code …
|
B 79 3⁄3 | ||||||||
| 19836 |
Secure read-only MCP server for Slack workspaces
|
B 79 3⁄3 | ||||||||
| 19837 |
Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Te…
|
B 79 3⁄3 | ||||||||
| 19838 |
Validate tool-call args before execution. Returns LLM-friendly retry hints.
|
B 79 3⁄3 | ||||||||
| 19839 |
mcp-PostmanV3
|
B 79 4⁄3 | ||||||||
| 19840 |
aapl-ads-mcp
Claim
|
B 79 3⁄3 | ||||||||
| 19841 |
Enables AI assistants to interact with the TreeBeam financial management and ac…
|
B 79 4⁄3 | ||||||||
| 19842 |
Crypto wallets, payments, and referral earnings for AI agents on Base L2
|
B 79 3⁄3 | ||||||||
| 19843 |
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
|
B 79 4⁄3 | ||||||||
| 19844 |
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findin…
|
B 79 3⁄3 | ||||||||
| 19845 |
Token-saving MCP proxy that intercepts oversized tool returns and replaces them…
|
B 79 3⁄3 | ||||||||
| 19846 |
prompt-to-asset
Claim
Generate app icons, favicons, OG images, and logos by routing across 30+ image …
|
B 79 3⁄3 | ||||||||
| 19847 |
Enables programmatic interaction with the UnknownCheats forum by bypassing Clou…
|
B 79 3⁄3 | ||||||||
| 19848 |
Provides a comprehensive suite of tools for interacting with AWS services like …
|
B 79 3⁄3 | ||||||||
| 19849 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19850 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||