MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19801 |
Enables AI assistants to interact with BlindPay's stablecoin payment infrastruc…
|
B 79 4⁄4 | ||||||||
| 19802 |
Explore and download AI agent blueprints as Agent Skills directories for coding…
|
B 79 3⁄3 | ||||||||
| 19803 |
Enables natural language content management for Strapi CMS, supporting creation…
|
B 79 4⁄4 | ||||||||
| 19804 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
|
B 79 3⁄3 | ||||||||
| 19805 |
Enables comprehensive remote control and automation of Final Cut Pro through 99…
|
B 79 3⁄3 | ||||||||
| 19806 |
Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, c…
|
B 79 3⁄3 | ||||||||
| 19807 |
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
|
B 79 4⁄3 | ||||||||
| 19808 |
Parse and extract structured data from various document formats (PDF, Word, HTM…
|
B 79 3⁄3 | ||||||||
| 19809 |
Validate, transform, and normalize structured data for AI agents.
|
B 79 3⁄3 | ||||||||
| 19810 |
KatanA Markdown Linter
Claim
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only r…
|
B 79 3⁄3 | ||||||||
| 19811 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 19812 |
MCP server exposing KiCad PCB Editor functionality via IPC API.
|
B 79 3⁄3 | ||||||||
| 19813 |
A local-first MCP server that provides AI agents with safe codebase access thro…
|
B 79 4⁄3 | ||||||||
| 19814 |
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
|
B 79 4⁄3 | ||||||||
| 19815 |
Enables programmatic interaction with the UnknownCheats forum by bypassing Clou…
|
B 79 3⁄3 | ||||||||
| 19816 |
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto…
|
B 79 3⁄3 | ||||||||
| 19817 |
Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via co…
|
B 79 3⁄3 | ||||||||
| 19818 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19819 |
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
|
B 79 4⁄3 | ||||||||
| 19820 |
An MCP server that lets AI agents control iOS and Android devices (tap, scroll,…
|
B 79 3⁄3 | ||||||||
| 19821 |
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readabilit…
|
B 79 3⁄3 | ||||||||
| 19822 |
miro-mcp-server
Claim
MCP server for controlling Miro whiteboards with AI assistants
|
B 79 4⁄3 | ||||||||
| 19823 |
Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …
|
B 79 3⁄3 | ||||||||
| 19824 |
Brain MCP
Claim
Enables inter-session communication and coordination for multiple Claude Code i…
|
B 79 3⁄3 | ||||||||
| 19825 |
Cross-surface persistent memory for Claude. Bridges context between Claude Chat…
|
B 79 3⁄3 | ||||||||
| 19826 |
Enables AI assistants to interact with the TreeBeam financial management and ac…
|
B 79 4⁄3 | ||||||||
| 19827 |
MCP server discovery - find and install MCP servers from Official Registry, Gla…
|
B 79 3⁄3 | ||||||||
| 19828 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||
| 19829 |
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP se…
|
B 79 3⁄3 | ||||||||
| 19830 |
Crypto wallets, payments, and referral earnings for AI agents on Base L2
|
B 79 3⁄3 | ||||||||
| 19831 |
Validate tool-call args before execution. Returns LLM-friendly retry hints.
|
B 79 3⁄3 | ||||||||
| 19832 |
semiotic
Claim
React data visualization MCP server with 30+ chart types. 5 tools: suggest char…
|
B 79 3⁄3 | ||||||||
| 19833 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19834 |
Token-saving MCP proxy that intercepts oversized tool returns and replaces them…
|
B 79 3⁄3 | ||||||||
| 19835 |
A high-performance browser automation MCP server that provides AI agents with a…
|
B 79 3⁄3 | ||||||||
| 19836 |
Runtime budget authority for autonomous agents - a set of tools to check, reser…
|
B 79 3⁄3 | ||||||||
| 19837 |
Enables SMB enumeration and interaction through MCP tools, including share list…
|
B 79 3⁄3 | ||||||||
| 19838 |
A TypeScript-based MCP server that facilitates note management and weather quer…
|
B 79 3⁄3 | ||||||||
| 19839 |
ZKshare
Claim
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /…
|
B 79 3⁄3 | ||||||||
| 19840 |
|
B 79 3⁄3 | ||||||||
| 19841 |
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
B 79 3⁄3 | ||||||||
| 19842 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
|
B 79 3⁄3 | ||||||||
| 19843 |
Access Austrian federal laws, state laws, court decisions, and legal documents …
|
B 79 4⁄3 | ||||||||
| 19844 |
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
|
B 79 3⁄3 | ||||||||
| 19845 |
engraph
Claim
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian va…
|
B 79 3⁄3 | ||||||||
| 19846 |
Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity…
|
B 79 3⁄3 | ||||||||
| 19847 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
|
B 79 3⁄3 | ||||||||
| 19848 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 19849 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 19850 |
cdt-express-mcp
Claim
Interact with climate metrics via Riskthinking.AI's CDT Express API in supporte…
|
B 79 3⁄3 | ||||||||