MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59251
zkdots
deluge-mcp Claim
A strict, beginner-friendly MCP server for Deluge syntax support, providing too…
N/A N/A
59252
popand
aha-mcp Claim
MCP server for accessing and managing Aha! records, including features, require…
N/A N/A
59253
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
59254
NicolasDangg
Look up authoritative English definitions tailored for IELTS learners. Get quic…
N/A N/A 95
59255
gabrielmahia
mkopo-mcp Claim
MCP server for alternative credit scoring in Kenya — builds a 300–850 score fro…
N/A N/A
59256
lazymac2x
Cloudflare Workers MCP server: embedding-search
59257
Abhishekv87bit
Enables AI assistants to render 3D models by providing tools to execute OpenSCA…
N/A N/A 95
59258 81
59259
juergenkoller-software
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freeze…
N/A N/A
59260
siscale
Enables interaction with Arcanna's AI use cases through MCP, supporting job man…
N/A N/A
59261
wegitor
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
N/A N/A
59262
hjarni
Hjarni Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
81
59263
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
59264
dennisonbertram
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
N/A N/A
59265
sam-shepp
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
59266
tradingale
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
81
59267
9-Trinkets
ProjectBrain MCP is a Model Context Protocol (MCP) server for project planning …
59268
TJYOYO
mcp-server Claim
Minimal FastMCP server demo with example tools like generating leave request em…
N/A N/A
59269
BrianDeacon
MCP server for Azure Service Bus that enables sending messages, inspecting queu…
59270
RhizomaticRobin
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
81
59271
agentience
Provides component information, usage guidelines, and code generation for AWS C…
59272
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
59273
taisly
agent Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
59274
thepapermen
Provides a read-only PostgreSQL SQL surface for LLM agents via MCP, with defens…
59275
Distribea
Generate images, video, music and voice from your CLI or AI agent. On-brand AI …
59276
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
N/A N/A 95
59277
reejakdev
PredMCP Claim
Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Fre…
59278
RepoMend-dev
Security scanning MCP server that connects Claude to RepoMend findings, enablin…
59279
YawLabs
redis-mcp Claim
Enables exploring and diagnosing a Redis instance from MCP clients with read-on…
59280
Groupthink-dev
Local-first Starlink dish monitoring and control via the Model Context Protocol…
N/A N/A
59281
congzhou09
An MCP server that connects AI agents to a running Chrome tab via the Chrome De…
N/A N/A
59282
NicolasDangg
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
N/A N/A 95
59283
engrdeveloper
Enables posting text messages to Facebook business pages through MCP. Supports …
81
59284
Erlichooo
xmind-mcp Claim
Enables AI assistants to read and write XMind mind map files, allowing generati…
N/A N/A
59285
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
59286
forgemeshlabs
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
59287
funkytownk
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
N/A N/A 95
59288
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
59289
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
59290
abbdullahjan
Enables fetching and analyzing COMSATS University timetables via natural langua…
N/A N/A
59291
natecostello
A local-first MCP server that annotates whole-genome VCF files and lets you que…
N/A N/A
59292
FerrazPiai
Enables Claude and other AI to interact with the Ekyte platform for task manage…
59293
AddisonTech
Iris Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
59294
clauxel
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
59295
favcrm
FavCRM Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
59296
Silbercue
A token-efficient MCP server for Chrome browser automation that uses direct CDP…
59297
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
N/A N/A 95
59298
lazymac2x
Cloudflare Workers MCP server: env-blueprint-validator
59299
smithery
Scheduler Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
59300
Joshuayang228
MCP server enabling AI agents to generate AI videos and images, analyze video c…
N/A N/A
Showing 59251–59300 of 59385 servers