MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62351 |
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
|
— | ||||||||
| 62352 |
MCP SSH Server
Claim
Enables AI assistants to execute commands and transfer files on remote servers …
|
— | ||||||||
| 62353 |
# Rug Munch Intelligence — MCP Server
[ on immowelt…
|
— | ||||||||
| 62364 |
mcp-tasks-server
Claim
A small Model Context Protocol server that exposes a personal task tracker to a…
|
— | ||||||||
| 62365 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 62366 |
react-perf-mcp
Claim
An MCP server that runs parallel AI agents to analyze React components for perf…
|
— | ||||||||
| 62367 |
Enables AI assistants to interact with peer-to-peer networks (libp2p) and DeFi …
|
— | ||||||||
| 62368 |
MCP DeFiLlama Airdrops
Claim
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
|
— | ||||||||
| 62369 |
Enables remote MCP connections with GitHub OAuth authentication, providing tool…
|
— | ||||||||
| 62370 |
Linked Layer MCP
Claim
An MCP server that provides a permission-aware context layer over team tools, e…
|
— | ||||||||
| 62371 |
ai-books-mcp-server
Claim
Extends large language model context length up to 60 times using gravitational …
|
— | ||||||||
| 62372 |
An MCP server that enables conversational interaction with Wazuh SIEM, allowing…
|
— | ||||||||
| 62373 |
PyPen MCP
Claim
Enables LLM-powered browser automation and security testing with features like …
|
— | ||||||||
| 62374 |
Rotki MCP Server
Claim
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
|
— | ||||||||
| 62375 | — | |||||||||
| 62376 |
Enoch
Claim
Operate an Enoch control plane through MCP tools
|
— | ||||||||
| 62377 |
Fish Audio MCP Server
Claim
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
|
— | ||||||||
| 62378 |
Safari MCP Server
Claim
Enables visual web access and browser automation through Safari, with tools for…
|
— | ||||||||
| 62379 |
keyward
Claim
Local encrypted secret broker for AI agents: request keys by name, approve each…
|
— | ||||||||
| 62380 |
agentctx
Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
|
— | ||||||||
| 62381 |
agentfetch
Claim
An open-source web retrieval MCP server that fetches, crawls, and searches the …
|
— | ||||||||
| 62382 |
gethumandesign
Claim
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
|
— | ||||||||
| 62383 |
fiber
Claim
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
|
— | ||||||||
| 62384 |
yandex-station-mcp
Claim
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
|
— | ||||||||
| 62385 |
CryptoAgentMail
Claim
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
|
— | ||||||||
| 62386 |
Autopilots by Dania.ai
Claim
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
|
— | ||||||||
| 62387 |
MCP YouTube-DLP
Claim
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
|
— | ||||||||
| 62388 |
codex-buddy-for-claude
Claim
Enables Claude Code to leverage OpenAI models for expert code review, deep arch…
|
— | ||||||||
| 62389 |
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
|
— | ||||||||
| 62390 |
Flik
Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
|
— | ||||||||
| 62391 |
WhatsApp MCP Server
Claim
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
|
— | ||||||||
| 62392 |
MCP E-commerce Server
Claim
Enables e-commerce product management with CRUD operations, AI-powered descript…
|
— | ||||||||
| 62393 |
mcp-gera-mind
Claim
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
|
— | ||||||||
| 62394 |
ts-mcp-debugger
Claim
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
|
— | ||||||||
| 62395 |
Nexus MCP Server
Claim
Enables AI clients to interact with Unreal Engine through natural language comm…
|
— | ||||||||
| 62396 |
appflowy-mcp
Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
|
— | ||||||||
| 62397 |
x-mcp-server
Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
|
— | ||||||||
| 62398 |
OneDrive MCP Server
Claim
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
|
— | ||||||||
| 62399 |
Enables AI assistants to interact with the Solana blockchain, manage accounts a…
|
— | ||||||||
| 62400 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
|
— | ||||||||