MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57301
nathanrcast
Enables AI agents to access Planning Center Online data including worship plans…
— ○ ⏳ — N/A N/A — — —
57302
nidhiyashwanth
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
— ○ ⏳ — — — — — —
57303
grigoreo-dev
MCP server and HTTP proxy for O!task API that enables managing tasks (get, upda…
— ○ ⏳ — — — — — —
57304
sangvucitek
An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, …
— ○ ⏳ — — — — — —
57305
NicolaiJohannesen
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
— ○ ⏳ — — — — — —
57306
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
— ○ ⏳ — — — — — —
57307
dmarmijosa
MCP server for building React + Capacitor + Tailwind + Konsta applications, pro…
— ○ ⏳ — — — — — —
57308
JLMael
Enables Claude (or any MCP client) to read and update your Malt.fr freelance pr…
— ○ ⏳ — N/A N/A — — —
57309
eragooon
An MCP server that lets Claude create calendar events and tasks in Nextcloud vi…
— ○ ⏳ — N/A N/A — — —
57310
catalystedgepro-wq
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
— ○ ⏳ — — — — — —
57311
thunderkds
easy-ui-mcp Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
— ○ ⏳ — N/A N/A — — —
57312
Ithura
mcp Claim
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
— ○ ⏳ — N/A N/A — — —
57313
nuver-labs
Image Gen Claim
Generate and edit images from your coding agent with Gemini and OpenAI, using y…
— ○ ⏳ — N/A N/A — — —
57314
DownAtTheBottomOfTheMoleHole
A Model Context Protocol (MCP) server for producing better Terraform through CL…
— ○ ⏳ — N/A N/A — — —
57315
pcmedsinge
Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, me…
— ○ ⏳ — — — — — —
57316
AvivK5498
agenthook Claim
Character-consistent UGC video, images, and captions from any MCP client, via t…
— ○ ⏳ — N/A N/A — — —
57317
verdana86
Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU…
— ○ ⏳ — — — — — —
57318
badchars
Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft…
— ○ ⏳ — — — — — —
57319
xfloukiex-lab
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
— ○ ⏳ — N/A N/A — — —
57320
Tiwas
Firmaradar Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
— ○ ⏳ — — — — — —
57321
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
— ○ ⏳ — — — — 81 —
57322
loganriebel
Mako Metrics Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
— ○ ⏳ — — — — — —
57323
LupinLin1
mail-mcp Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
— ○ ⏳ — — — — — —
57324
Meru-Fin-Tech
AI agents for bookkeeping, reconciliation, and financial close for SMBs.
— ○ ⏳ — — — — — —
57325
roboulos
Universe MCP Claim
Bridges legacy MultiValue databases to modern AI assistants like Claude Desktop…
— ○ ⏳ — N/A N/A — 95 —
57326
romanshumy
Live LLM API pricing: current token prices, model comparisons, cheapest-model l…
— ○ ⏳ — — — — — —
57327
chrischall
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
— ○ ⏳ — N/A N/A — — —
57328
GeorgesAdSim
Enables fetching, crawling, and analyzing web pages with 29 tools for SEO audit…
— ○ ⏳ — N/A N/A — — —
57329
ThunderEagle
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
— ○ ⏳ — N/A N/A — — —
57330
eigma-app
Eigma Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
— ○ ⏳ — — — — — —
57331
malkreide
MCP server for global news monitoring, media analysis and sentiment tracking vi…
— ○ ⏳ — — — — — —
57332
SMABoundless
unpaywall Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
— ○ ⏳ — N/A N/A — — —
57333
jake-jiffi
palate Claim
The taste layer for AI website builders: real design taste from 270+ deeply-ana…
— ○ ⏳ — — — — — —
57334
ypolosov
Self-hosted MCP server for Claude Code that implements PageIndex vectorless RAG…
— ○ ⏳ — N/A N/A — — —
57335
Eggis70
Blixtworks Claim
63 pay-per-call tools for agents: vision, text, data, web, blockchain. USDC on …
— ○ ⏳ — — — — — —
57336
ethos-zero
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
— ○ ⏳ — N/A N/A — — —
57337
julianoczkowski
Enables searching and fetching Claude and Anthropic documentation with intellig…
— ○ ⏳ — — — — — —
57338
Nikoble1926
Kraken crypto signals via x402: free preview + paid USDC-on-Base signals, regim…
— ○ ⏳ — N/A N/A — — —
57339
LoftyTao
Enables natural-language interaction with Ladybug Tools for building performanc…
— ○ ⏳ — N/A N/A — — —
57340
aigregator
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
— ○ ⏳ — — — — 81 —
57341
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
— ○ ⏳ — N/A N/A — — —
57342
shutovdef-dotcom
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
— ○ ⏳ — — — — — —
57343
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
— ○ ⏳ — N/A N/A — — —
57344
robert19001-cmyk
mcp-lint Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
— ○ ⏳ — N/A N/A — — —
57345
mediar-ai
Enables controlling macOS applications via accessibility APIs, supporting actio…
— ○ ⏳ — N/A N/A — — —
57346
x-monk
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
— ○ ⏳ — N/A N/A — 95 —
57347
mcp-s-ai
MCP server for AI-powered image recognition and description using OpenAI vision…
— ○ ⏳ — N/A N/A — 83 —
57348
leanhduy-iuh
MCP server to prepare photo carousel uploads for TikTok by bundling images, cap…
— ○ ⏳ — N/A N/A — — —
57349
ajantoniou
uploadcheck Claim
QC videos, podcasts, and clips before upload — timestamped flags with agent-rea…
— ○ ⏳ — N/A N/A — — —
57350
AlexanderHoogsteyn
Clarigrid Claim
Read-only electricity, gas, and weather data with structured provenance and uni…
— ○ ⏳ — — — — — —
Showing 57301–57350 of 69111 servers