MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43301
rp4
IIA-MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with access to Inst…
N/A N/A 95
43302
miraculix95
Enables semantic search over per-video summaries from curated AI/coding YouTube…
43303
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
43304
IsaiahDupree
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
43305
gareth
reflag Claim
N/A N/A 95
43306
qqoqto
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
43307
marfarin
Enables AI agents to read and write MoySklad inventory, orders, reports, and do…
43308
shaktech786
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
43309
vincent2021
Adds team-gateway mode and Microsoft SSO to Odoo MCP, allowing business users t…
43310 N/A N/A 95
43311
Dw-Dwain
Local-first memory for AI chats: save context in one chat, load it in any other…
N/A N/A
43312
CSOAI-ORG
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
N/A N/A
43313
yama662607
anki-mcp Claim
Enables safe, review-first Anki authoring with tools to inspect structure, crea…
N/A N/A
43314
Backendless
Enables AI assistants to manage Backendless applications, including databases, …
43315
QuocTang
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
43316
chapmanjw
Enables one AI coding agent to delegate tasks to, and build consensus across, m…
N/A N/A
43317
sajitsasi
MCP server that provides tools and resources to interact with Elasticsearch clu…
43318
dotnetrule
A generic MCP server that allows searching and retrieving articles, summaries, …
43319
runapi-ai
hailuo-mcp Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
43320
hemanth
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
43321
bb4rjfl
An MCP server that helps foreign tourists in Korea find places, shops, transpor…
43322
aerovfx
MCPaeroedu Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
N/A N/A
43323
hkbu-kennycheng
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
N/A N/A
43324
GPSxtreme
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
81
43325
automatikstudio
An AI-powered server that generates realistic, customizable customer testimonia…
81
43326
Bidda-Ai
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
43327
micropages
BMI Kit Claim
Body composition for AI: BMI, body fat, FFMI, waist-to-height, plus saved measu…
43328
vigneshRN52
Minimal Go MCP Server for high-performance context bridging
N/A N/A 95
43329
elcaiseri
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
N/A N/A
43330
Crankhead
Multi-datasource MCP server that connects AI assistants to 6 database types (My…
N/A N/A
43331
sjgant80-hub
foldkit Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resour…
N/A N/A
43332
hanxing95
Search Google and major search engines through Talordata SERP API for AI agents…
N/A N/A
43333
rulecom
mcp-rule Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
43334
netloc8
netloc8-mcp Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
43335
supertours
Tour and excursion search on supertours.ru — destinations across Russia and abr…
43336
railsblueprint
An MCP server that enables AI assistants to control a real browser with your ex…
43337
maxturazzini
PVGIS MCP Claim
MCP server that estimates photovoltaic production using the European Commission…
43338
MauricioPerera
This MCP server enables AI assistants to interact with a SQLite database throug…
N/A N/A
43339
pipeworx-io
mcp-statcan Claim
MCP server providing access to Statistics Canada time-series data via web data.
43340
Zach-Houston
Enables querying and managing RetroAchievements data, including user profiles, …
43341
woshilaohei
A production-grade long-term memory MCP server that enables AI agents to persis…
43342
codeislaw101
katzilla Claim
Unified data API for AI agents — 300+ free, public, and government data sources…
83
43343
pgalyen1987
mcp-gate402 Claim
Provides several x402 utilities to reduce token usage, web scraping, and chron …
43344
aryankeluskar
bibtex-mcp Claim
CLI and MCP server for fetching multiple BibTeX options from Google Scholar's v…
43345
acjlabs
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify …
43346
axel-belfort
Website technology detection API for AI agents. Identify 50+ technologies on an…
81
43347
coffeenmusic
altium-mcp Claim
Use Claude to control or ask questions about your Altium project.
N/A N/A
43348
Yachitha
Provides weather alerts for US states and forecasts for given coordinates via M…
43349
jmagar
gotify-mcp Claim 2
MCP server for Gotify push notifications - send messages and manage apps/client…
N/A N/A 66
43350
Lynsoft
Open-source MCP server that interfaces with FortiMail Engine API for email secu…
N/A N/A
Showing 43301–43350 of 66534 servers
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