MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19851 |
engraph
Claim
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian va…
|
B 79 3⁄3 | ||||||||
| 19852 |
MCP server for creating and managing SOPS-encrypted secret files using age encr…
|
B 79 3⁄3 | ||||||||
| 19853 |
semiotic
Claim
React data visualization MCP server with 30+ chart types. 5 tools: suggest char…
|
B 79 3⁄3 | ||||||||
| 19854 |
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflo…
|
B 79 4⁄4 | ||||||||
| 19855 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 19856 |
Autonomous shell execution, computer control and coding agent. (Mac)
|
B 79 4⁄3 | ||||||||
| 19857 |
claude-peers
Claim
Enables discovery and instant communication between multiple local Claude Code …
|
B 79 3⁄3 | ||||||||
| 19858 |
Strapi CMS MCP — natural-language content management: create, manage, and publi…
|
B 79 4⁄4 | ||||||||
| 19859 |
Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity…
|
B 79 3⁄3 | ||||||||
| 19860 |
attio-mcp-server
Claim
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
B 79 4⁄3 | ||||||||
| 19861 |
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP se…
|
B 79 3⁄3 | ||||||||
| 19862 |
MCP server for Bear app - Full Read + Write AI-powered note management with Cla…
|
B 79 4⁄3 | ||||||||
| 19863 |
A high-performance browser automation MCP server that provides AI agents with a…
|
B 79 3⁄3 | ||||||||
| 19864 |
mcp-kubernetes-ro
Claim
Provides read-only access to Kubernetes clusters for AI assistants.
|
B 79 4⁄3 | ||||||||
| 19865 |
AgentAnycast
Claim
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NA…
|
B 79 3⁄3 | ||||||||
| 19866 |
Enables SMB enumeration and interaction through MCP tools, including share list…
|
B 79 3⁄3 | ||||||||
| 19867 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19868 |
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsur…
|
B 79 3⁄3 | ||||||||
| 19869 |
AI-native Microsoft Teams integration — read chats, send messages, search people
|
B 79 3⁄3 | ||||||||
| 19870 |
ASCII art & kaomoji for AI agents, CLI tools, and chatbots.
|
B 79 3⁄3 | ||||||||
| 19871 |
git-courer
Claim
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, rea…
|
B 79 3⁄3 | ||||||||
| 19872 |
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
B 79 3⁄3 | ||||||||
| 19873 |
cdt-express-mcp
Claim
Interact with climate metrics via Riskthinking.AI's CDT Express API in supporte…
|
B 79 3⁄3 | ||||||||
| 19874 |
Gives AI agents memory, undo, and self-awareness by tracking file changes and e…
|
B 79 4⁄3 | ||||||||
| 19875 |
python-utcp
Claim
Official python implementation of UTCP. UTCP is an open standard that lets AI a…
|
B 79 4⁄3 | ||||||||
| 19876 |
Munin AI Memory
Claim
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
B 78 3⁄3 | ||||||||
| 19877 |
Trust infrastructure for the machine economy — non-custodial ERC-4337 smart acc…
|
B 78 4⁄4 | ||||||||
| 19878 |
Submit URLs for instant indexing via IndexNow and Google Indexing API
|
B 78 3⁄3 | ||||||||
| 19879 |
Enables comprehensive management of Microsoft Dataverse environments, including…
|
B 78 4⁄4 | ||||||||
| 19880 |
Send documents for e-signature from Claude Desktop, Claude Code, Cursor, and ot…
|
B 78 3⁄3 | ||||||||
| 19881 |
Gives AI assistants deep read/write access to the Unreal Editor through 21 cate…
|
B 78 3⁄3 | ||||||||
| 19882 |
Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth …
|
B 78 3⁄3 | ||||||||
| 19883 |
vsync
Claim
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCod…
|
B 78 4⁄3 | ||||||||
| 19884 |
Connects AI assistants to the Tyme macOS app to manage time tracking, projects,…
|
B 78 3⁄3 | ||||||||
| 19885 |
Provides access to the Unsplash API, enabling AI assistants to search and retri…
|
B 78 4⁄4 | ||||||||
| 19886 |
An open-source MCP server that wraps the Shopline Open API into 143 AI-callable…
|
B 78 3⁄3 | ||||||||
| 19887 |
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
|
B 78 4⁄3 | ||||||||
| 19888 |
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
|
B 78 4⁄3 | ||||||||
| 19889 |
MCP server for the Porkbun DNS API. Manage DNS records, domains, DNSSEC, SSL ce…
|
B 78 4⁄3 | ||||||||
| 19890 |
Provides documentation generation and analysis tools for AI agents, including J…
|
B 78 3⁄3 | ||||||||
| 19891 |
Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `sim…
|
B 78 3⁄3 | ||||||||
| 19892 |
Persistent memory for AI coding agents with semantic search, auto-capture, cros…
|
B 78 4⁄3 | ||||||||
| 19893 |
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
|
B 78 4⁄3 | ||||||||
| 19894 |
Model Context Protocol (MCP) server for AI-assisted development of MDK applicat…
|
B 78 3⁄3 | ||||||||
| 19895 |
Product search, price comparison, and affiliate-ready shopping across Singapore…
|
B 78 3⁄3 | ||||||||
| 19896 |
Enables AI assistants to interact with PingOne Advanced Identity Cloud environm…
|
B 78 4⁄4 | ||||||||
| 19897 |
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
|
B 78 3⁄3 | ||||||||
| 19898 |
Generate changelogs and suggest semver bumps from git history
|
B 78 3⁄3 | ||||||||
| 19899 |
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…
|
B 78 4⁄4 | ||||||||
| 19900 |
MCP server for the entire Apple ecosystem — 150+ tools across 17 modules includ…
|
B 78 4⁄3 | ||||||||