MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48951 |
local-spark-mcp
Claim
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
|
— | ||||||||
| 48952 |
@mudravaorg/mcp-server
Claim
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
|
— | ||||||||
| 48953 |
facebook-mcp
Claim
Enables analytics and management of Facebook Pages through the Meta Graph API, …
|
— | ||||||||
| 48954 |
XFMS — Model Source
Claim
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
|
— | ||||||||
| 48955 |
MORAGENT AI Agent Studio
Claim
Turns Claude Code into an AI Agent Studio with a guided menu and 11 tools to de…
|
— | ||||||||
| 48956 |
stathead-mcp
Claim
Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
|
— | ||||||||
| 48957 |
acsearch-mcp
Claim
MCP server for acsearch.info, enabling search, retrieval, price history, and co…
|
— | ||||||||
| 48958 |
JLCEDA Codex MCP Bridge
Claim
Bridges JLCPCB/Lichuang EDA Pro with MCP clients to export and analyze schemati…
|
— | ||||||||
| 48959 |
AppMCP
Claim
AppMCP enables AI agents to build and publish self-contained HTML apps that que…
|
— | ||||||||
| 48960 |
mcp-server-freesearch
Claim
A free search MCP server powered by SearXNG, offering various search types with…
|
— | ||||||||
| 48961 |
Data X-Ray MCP Server
Claim
Enables Claude to search, retrieve, and analyze indexed files with sensitivity …
|
— | ||||||||
| 48962 |
Product MCP Server
Claim
Enables natural language product management (CRUD) with multiple classification…
|
— | ||||||||
| 48963 |
mcp-terminal-server
Claim
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
|
— | ||||||||
| 48964 |
mcpboot
Claim
Generates and serves an MCP server from a natural language prompt, without requ…
|
— | ||||||||
| 48965 |
Virohana Business
Claim
Virohana business catalogue, pricing, company info & quote intake. Bearer auth,…
|
— | ||||||||
| 48966 |
Odoo Pulse
Claim
An AI business analyst for your Odoo ERP. Ask one question, get one answer — nu…
|
— | ||||||||
| 48967 |
Heygen MCP Server
Claim
This MCP server enables any MCP client to generate avatars and videos using the…
|
— | ||||||||
| 48968 |
MCP Server
Claim
Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, r…
|
— | ||||||||
| 48969 |
Basic MCP Server
Claim
A minimal Model Context Protocol server template demonstrating basic implementa…
|
— | ||||||||
| 48970 |
Gemini MCP Chatbot
Claim
An MCP server exposing calculator, file read, and file write tools for the Gemi…
|
— | ||||||||
| 48971 |
geo-audit
Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
|
— | ||||||||
| 48972 |
instagram-mcp
Claim
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
|
— | ||||||||
| 48973 |
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and …
|
— | ||||||||
| 48974 |
Greybeam MCP
Claim
A single MCP server that lets agents query data through the Greybeam routing la…
|
— | ||||||||
| 48975 |
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
|
— | ||||||||
| 48976 |
safetyreplay-mcp
Claim
Paid remote MCP for safety replays, policy gates, eval receipts, and release ev…
|
— | ||||||||
| 48977 |
@true402.dev/mcp-server
Claim
An MCP server that enables AI agents to access paid AI inference and web tools …
|
— | ||||||||
| 48978 |
OpenClaw MCP Proxy
Claim
Exposes app-registered tools as an MCP server for OpenClaw, forwarding actual t…
|
— | ||||||||
| 48979 |
RedNote-MCP-Plus
Claim
Enables automated interaction and data scraping for Xiaohongshu (RedNote), incl…
|
— | ||||||||
| 48980 |
Pharus MCP
Claim
A Python MCP server for integrated discovery and querying of investigative serv…
|
— | ||||||||
| 48981 |
tldraw-mcp
Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
|
— | ||||||||
| 48982 |
ghed-mcp
Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
|
— | ||||||||
| 48983 |
searchconsole-mcp
Claim
A lightweight, fast MCP server for Google Search Console. Query search analytic…
|
— | ||||||||
| 48984 |
Enables AI assistants to perform real-time web and academic searches using Perp…
|
— | ||||||||
| 48985 |
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
|
— | ||||||||
| 48986 |
yfnhanced-mcp
Claim
Production-grade financial data infrastructure for AI assistants, providing rel…
|
— | ||||||||
| 48987 |
ProxmoxMCP
Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
|
— | ||||||||
| 48988 |
A production-ready MCP server that bridges physical sensor data with AI reasoni…
|
— | ||||||||
| 48989 |
agenticfeed
Claim
Find AI-ready merchant feeds: resolve a store domain to its ID and fetch full p…
|
— | ||||||||
| 48990 |
SMS Masivos MCP Server
Claim
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
|
— | ||||||||
| 48991 |
Arkon Vault
Claim
Private projects, preflight, decisions, and handoffs that keep work continuous …
|
— | ||||||||
| 48992 |
My First MCP
Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
|
— | ||||||||
| 48993 |
oneshot-mcp
Claim
Search receipt-verified agent build packs, with each pack's real M-of-N pass ra…
|
— | ||||||||
| 48994 |
mcp
Claim
Model Context Protocol (MCP) Server for the mcp API.
|
— | ||||||||
| 48995 |
Foreman MCP Server
Claim
MCP server for managing Foreman hosts and infrastructure. Enables listing, sear…
|
— | ||||||||
| 48996 |
rgo-trading-api
Claim
Enables AI assistants to read positions, deals, and orders from the RGO trading…
|
— | ||||||||
| 48997 |
sumo-mcp
Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
|
— | ||||||||
| 48998 |
sample-mcp
Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
|
— | ||||||||
| 48999 |
mcp-routing-gateway
Claim
An MCP routing proxy that prevents LLMs from executing unintended tools. It sec…
|
— | ||||||||
| 49000 |
Better Prompts MCP
Claim
Automatically extracts actionable methodologies from articles and URLs, stores …
|
— | ||||||||