MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29753
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53251
GreatBlu
The most comprehensive signal intelligence on Swiss businesses — 800K+ companie…
53252
kyo504
krx-cli Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
53253
apix420
apix420 Claim
N/A N/A 95
53254
Ashishbhardwaj97
Enables appending text to Google Docs and creating Gmail drafts via OAuth 2.0.
N/A N/A
53255
nbiish
Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
N/A N/A
53256
h4ndzdatm0ld
otg-mcp Claim
Enables interaction with Open Traffic Generators (OTG) through a standardized A…
53257
globodai-group
A lightweight MCP server for client relationship management, enabling client tr…
N/A N/A
53258
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
81
53259
sibilleb
A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling A…
53260
myat-kyaw-thu
mcp-connect Claim
A dead simple MCP server for exposing your app functions to AI agents like Clau…
N/A N/A
53261
agenticvault
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
53262
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
53263
julianken
Provides tools to search and retrieve US federal and state legislative data, in…
53264
DasClown
CropProphEU Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
53265
zeroentropy-ai
mcp-zeroentropy Claim 1
MCP Server for ZeroEntropy collections, top documents and rerankers
N/A N/A 95
53266
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
53267
VIckys-AI-Stuffs
indmoney-mcp Claim
Read-only INDmoney portfolio access for Claude — Indian stocks, mutual funds, U…
N/A N/A
53268
RollingGo-AI
RollingGo-Flight-MCP is a flight ticketing service built on the MCP standard, p…
53269
xihe-lab
Enables AI coding assistants like Claude Code to perform real-time code linting…
N/A N/A
53270
achilliesbot
agentiam-mcp Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
N/A N/A
53271
brandonbosco
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
N/A N/A 95
53272
aadilr
Convert files between 690+ formats: image, video, audio, documents, ebooks, arc…
53273
ericluciano
youtube-mcp Claim
A local MCP server for extracting YouTube video transcripts, metadata, and perf…
N/A N/A 95
53274
cloudflare
Digital Experience Monitoring. Get insight on critical application performance …
81
53275
forgemeshlabs
imagegen-mcp Claim
AI image generation MCP — generate, bg removal, 4x upscale, or full pro pipelin…
N/A N/A
53276
sophiacave
apple-fm-mcp Claim
Exposes Apple's on-device 3B parameter LLM to Claude Code and Claude Desktop vi…
N/A N/A
53277
ruslanmv
Demo Server Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
N/A N/A
53278
CUCOCO-BOT
Connects AI assistants to your local TradingView Desktop app via Chrome DevTool…
N/A N/A
53279
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
53280
italia
Enables AI agents to semantically explore and analyze the Italian government da…
53281
cyong80
Provide a scalable and efficient server-side application framework to implement…
N/A N/A 95
53282
kikigao2020-bot
hibae-admin Claim
N/A N/A 95
53283
asgard-ai-platform
mcp-tw-lvr Claim
MCP server for querying Taiwan's real estate transaction registry via web scrap…
N/A N/A
53284
thostetler
Enables LLMs to search astronomical literature, retrieve paper metadata, analyz…
53285
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
53286
NeuralRays
CodeXRay Claim
Enables AI coding agents to query a pre-built semantic knowledge graph of code,…
N/A N/A
53287
xlian-fe
A code review tool that generates detailed HTML review documents by comparing b…
N/A N/A
53288
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
53289
algoglide
algoglide Claim
MCP server for AI coding editors — deploy and manage prediction-market trading …
N/A N/A
53290
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
N/A N/A
53291
stock-vibes
meeting-mcp Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
53292
soracom-labs
A Model Context Protocol (MCP) server for interacting with SORACOM APIs.
53293
thepiruthvirajan
Enables programmatic control of AutoCAD through COM automation, allowing natura…
N/A N/A
53294
red-square-software
keeping-mcp Claim
MCP server for the Keeping time-tracking API
N/A N/A
53295
Littlecowherd
Establishes feedback-oriented development workflows with Web UI and desktop app…
53296
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
81
53297
konippi
servo-fetch Claim
Chromium-free web content extraction in a single binary. Fetch, render, crawl, …
N/A N/A
53298
VReippainen
Enables AI assistants to access and analyze your Hevy workout data, including w…
53299
Marco7734
Enables AI agents to monitor MetaTrader 5 accounts on remote Windows VPS via SS…
N/A N/A
53300
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
N/A N/A
Showing 53251–53300 of 53551 servers