MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37201
NexusX-MCP
An MCP server for interacting with the Twitter/X API v2, enabling AI assistants…
37202
universal-mcp
Enables interaction with Dialpad's tools and services through a unified API, al…
37203
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
81
37204
glauberfrancodesign
FrancoLabs Claim
UX research platform: manage studies, browse templates, read responses and anal…
37205
ottimis
mcp-query Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
N/A N/A
37206
ABindoff
repro-mcp Claim
An MCP server that logs AI-assisted scientific computing sessions, capturing pr…
N/A N/A
37207
toolprint
cco-mcp Claim
Real-time audit and approval system for Claude Code tool calls, enabling monito…
37208
Tairon-ai
Enables interaction with the Monad Testnet blockchain, including reading block …
37209
hyperd-ai
hyperd-mcp Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
N/A N/A
37210
xiaobenyang-com
Retrieve comprehensive registration details for any domain. View nameservers, c…
N/A N/A 95
37211
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
37212
widjis
A comprehensive MCP server for integrating with OpenProject API, enabling AI as…
37213
inventech-solution
Enables programmatic access to Meta Ads data and management features, including…
81
37214
award-flight-daily
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
81
37215
alopez3006
snipara-mcp Claim
Lightweight MCP connector that provides persistent project memory and context o…
37216
codeislaw101
katzilla Claim
300+ free public & government data sources behind one API key, for AI agents.
N/A N/A 83
37217
Glitchcraft-Inc
Provide comprehensive marketing analytics and AI-powered insights by integratin…
N/A N/A 95
37218
lovishdhillon21-design
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
81
37219
mcpflow
This is a Model Context Protocol (MCP) server that provides tools for interacti…
N/A N/A
37220
shebe Claim
Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search late…
N/A N/A 95
37221
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
N/A N/A
37222
lpigeon
The ROS MCP Server supports robot control by converting user-issued natural lan…
N/A N/A 95
37223
Zxilly
cangjie-mcp Claim
MCP server for the Cangjie programming language, providing documentation search…
37224
megazear7
Turns structured content from a CMS into a static MCP server, enabling AI agent…
37225
xLydianSoftware
XLMCP Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
37226
Ra-Pay-AI
Ra Pay Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
N/A N/A 95
37227
mamisoa
datetime Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
N/A N/A
37228
xsg22
MCP server that connects AI agents to MySQL databases for schema exploration, d…
37229
fastmcp-me
A Model Context Protocol server that provides access to BigQuery. This server e…
37230
nexoreai
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
37231
CSOAI-ORG
MCP server for EU AI Act compliance in employment AI, featuring built-in risk m…
37232
lazymac2x
Cloudflare Workers MCP server: color-palette
37233
SamuraiBuddha
A Model Context Protocol server implementation for Autodesk Construction Cloud …
N/A N/A 95
37234
fenil0020
gridpane-mcp Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
37235
potatouniverse
Enables AI to analyze, query, and manage a graph-based representation of softwa…
N/A N/A
37236
easyzoom
An extensible MCP server with a plugin system, proxy forwarding, web dashboard,…
37237
fastmcp-me
MCP Ollama Claim
Integrates Ollama's local AI models with MCP clients, enabling listing models, …
N/A N/A
37238
jinhsueh
maacgo-mcp Claim
Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$…
N/A N/A
37239
MVPandey
Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) th…
37240
larock22
A production-ready MCP server that exposes Aider's code editing capabilities vi…
37241
mohn93
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
37242
coderfe
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
N/A N/A 95
37243
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
81
37244
lonzzi
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
37245
guillaume.beauverd
candiceai Claim
N/A N/A 95
37246
testing-farm
Enables submitting FMF-based test requests to Testing Farm and listing availabl…
37247
WebexCommunity
Enables automated messaging, room management, and team collaboration through th…
N/A N/A
37248
AiLMe-AI
MCP server for hybrid medical consultation integrating Western and Traditional …
N/A N/A
37249
minhlucvan
An MCP server that provides browser automation capabilities, enabling LLMs to c…
N/A N/A
37250
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
Showing 37201–37250 of 43536 servers
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