MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51601
34t34f3
Real-time DeFi analytics MCP server for AI agents. Provides token risk analysis…
— ○ ⏳ — N/A N/A — — —
51602
guinacio
MCP server integrating multiple Google Workspace services including Gmail, Cale…
— ○ ⏳ — N/A N/A — — —
51603
CSOAI-ORG
Verifiable agent-to-agent task handoff with signed provenance chain. Initiating…
— ○ ⏳ — — — — — —
51604
fluentive
Information, FAQs, features, and pricing for Fluentive's task management platfo…
— ○ ⏳ — — — — — —
51605
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
— ○ ⏳ — N/A N/A — 95 —
51606
yeunge-pawlo
Citybook Claim
Live Calgary events for AI agents.
— ○ ⏳ — — — — — —
51607
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
— ○ — N/A N/A — 81 —
51608
msicilia
Enables interaction with REDCap instances for managing research data, projects,…
— ○ ⏳ — — — — — —
51609
nickbeentjes
Enables AI agents to manage macOS audio routing, device switching, volume contr…
— ○ ⏳ — N/A N/A — — —
51610
shenwell
MCP server for StillOnline uptime monitoring, enabling management of projects, …
— ○ ⏳ — N/A N/A — — —
51611
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
— ○ ⏳ — — — — 81 —
51612
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
— ○ ⏳ — — — — — —
51613
ByteOverDev
peak-window Claim
Ranks the best weather windows to climb any peak worldwide, on the sharpest reg…
— ○ ⏳ — N/A N/A — — —
51614
luiso2
Enables AI assistants to interact with Google Sheets via natural language, supp…
— ○ ⏳ — — — — — —
51615
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
— ○ ⏳ — N/A N/A — 95 —
51616
bitbankinc
MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…
— ○ ⏳ — — — — — —
51617
mohachi8
apple-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
51618
pipeworx-io
Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)
— ○ ⏳ — — — — — —
51619
clauderecallhq
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
— ○ ⏳ — N/A N/A — 95 —
51620
Bert305
Enables exploratory data analysis and machine learning on CSV datasets with too…
— ○ ⏳ — N/A N/A — — —
51621
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
— ○ ⏳ — N/A N/A — 95 —
51622
MarvinRey7879
framefetch Claim
Agent-first video-data API + MCP across 6 platforms (YouTube/Shorts, TikTok, Re…
— ○ ⏳ — — — — — —
51623
VibeTechnologies
Vibe MCP Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
— ○ ⏳ — — — — — —
51624
pascalorg
Create, inspect, validate, and save editable 3D building scenes with Pascal's M…
— ○ ⏳ — — — — — —
51625
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
— ○ ⏳ — — — — — —
51626
MCP server for Yandex Tracker API.
— ○ — N/A N/A — 81 —
51627
binarts
HAVN Claim
Read-only AI access to HAVN properties, leads, tasks, files, media, and analyti…
— ○ ⏳ — — — — — —
51628
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
— ○ ⏳ — — — — 81 —
51629
Tomi2k
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
— ○ ⏳ — — — — — —
51630
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
— ○ ⏳ — — — — — —
51631
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
— ○ ⏳ — N/A N/A — 95 —
51632
Translatize
mcp Claim
Read, search, edit and branch Translatize translation labels and fill missing t…
— ○ ⏳ — N/A N/A — — —
51633
Kjopstad-IT
rqwstr Claim
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/…
— ○ ⏳ — N/A N/A — — —
51634
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
— ○ ⏳ — — — — 81 —
51635
Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
— ○ ⏳ — N/A N/A — — —
51636
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
— ○ ⏳ — — — — — —
51637
glitch-cc
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
— ○ ⏳ — — — — 81 —
51638
akashrajpurohit
catchintent Claim
— ○ ⏳ — N/A N/A — 95 —
51639
CSOAI-ORG
optometry-ai-safety-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
51640
kambleakash0
ast-editor Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
— ○ ⏳ — N/A N/A — — —
51641
sputnicyoji
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
— ○ ⏳ — — — — — —
51642
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
— ○ ⏳ — N/A N/A — 95 —
51643
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
— ○ ⏳ — — — — 81 —
51644 — ○ ⏳ — N/A N/A — 95 —
51645
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
— ○ ⏳ — — — — 81 —
51646
rendobar
Rendobar Claim
Transform video, audio and images, and generate media from prompts. FFmpeg, cap…
— ○ ⏳ — — — — — —
51647
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
— ○ ⏳ — — — — 81 —
51648
lorenzocean
lims-s Claim
— ○ ⏳ — N/A N/A — 95 —
51649
Jad-Assaf
shopify-mcp Claim
Enables management of Shopify store via GraphQL, including products, orders, in…
— ○ ⏳ — — — — — —
51650
seejux
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
— ○ ⏳ — — — — 81 —
Showing 51601–51650 of 69182 servers