MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 2 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57301 |
planning-center-mcp
Claim
Enables AI agents to access Planning Center Online data including worship plans…
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| 57302 |
bluedart-mcp-server
Claim
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
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| 57303 |
otask-mcp-server
Claim
MCP server and HTTP proxy for O!task API that enables managing tasks (get, upda…
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| 57304 |
Vibing Steampunk (vsp)
Claim
An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, …
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| 57305 |
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
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| 57306 |
argo-mcp
Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
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| 57307 |
capacitor-stack
Claim
MCP server for building React + Capacitor + Tailwind + Konsta applications, pro…
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| 57308 |
Malt MCP Server
Claim
Enables Claude (or any MCP client) to read and update your Malt.fr freelance pr…
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| 57309 |
An MCP server that lets Claude create calendar events and tasks in Nextcloud vi…
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| 57310 |
catalyst-edge-mcp
Claim
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
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| 57311 |
easy-ui-mcp
Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
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| 57312 |
mcp
Claim
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
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| 57313 |
Image Gen
Claim
Generate and edit images from your coding agent with Gemini and OpenAI, using y…
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| 57314 |
A Model Context Protocol (MCP) server for producing better Terraform through CL…
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| 57315 |
fhir-mcp-suite
Claim
Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, me…
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| 57316 |
agenthook
Claim
Character-consistent UGC video, images, and captions from any MCP client, via t…
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| 57317 |
Korely Memory
Claim
Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU…
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| 57318 |
satellite-mcp
Claim
Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft…
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| 57319 |
Conqueror's Haki
Claim
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
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| 57320 |
Firmaradar
Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
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| 57321 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 57322 |
Mako Metrics
Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
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| 57323 |
mail-mcp
Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
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| 57324 |
AI agents for bookkeeping, reconciliation, and financial close for SMBs.
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| 57325 |
Universe MCP
Claim
Bridges legacy MultiValue databases to modern AI assistants like Claude Desktop…
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| 57326 |
Model Price Watch
Claim
Live LLM API pricing: current token prices, model comparisons, cheapest-model l…
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| 57327 |
canvas-parent-mcp
Claim
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
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| 57328 |
Fetch Crawl MCP
Claim
Enables fetching, crawling, and analyzing web pages with 29 tools for SEO audit…
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| 57329 |
ContextBridge
Claim
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
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| 57330 |
Eigma
Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
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| 57331 |
news-monitor-mcp
Claim
MCP server for global news monitoring, media analysis and sentiment tracking vi…
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| 57332 |
unpaywall
Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
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| 57333 |
palate
Claim
The taste layer for AI website builders: real design taste from 270+ deeply-ana…
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| 57334 |
pageindex-mcp
Claim
Self-hosted MCP server for Claude Code that implements PageIndex vectorless RAG…
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| 57335 |
Blixtworks
Claim
63 pay-per-call tools for agents: vision, text, data, web, blockchain. USDC on …
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| 57336 |
Caduceus Memory MCP
Claim
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
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| 57337 |
Enables searching and fetching Claude and Anthropic documentation with intellig…
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| 57338 |
kraken-signals-mcp
Claim
Kraken crypto signals via x402: free preview + paid USDC-on-Base signals, regim…
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| 57339 |
ladybug-tools-mcp
Claim
Enables natural-language interaction with Ladybug Tools for building performanc…
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| 57340 |
Aigregator AI Tools
Claim
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
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| 57341 |
o365-Admin MCP
Claim
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
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| 57342 |
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
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| 57343 |
arai
Claim
Policy enforcement for AI coding agents derived from existing instruction files…
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| 57344 |
mcp-lint
Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
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| 57345 |
mcp-server-macos-use
Claim
Enables controlling macOS applications via accessibility APIs, supporting actio…
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| 57346 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 57347 |
MCP server for AI-powered image recognition and description using OpenAI vision…
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| 57348 |
tiktok-uploader-mcp
Claim
MCP server to prepare photo carousel uploads for TikTok by bundling images, cap…
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| 57349 |
uploadcheck
Claim
QC videos, podcasts, and clips before upload — timestamped flags with agent-rea…
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| 57350 |
Clarigrid
Claim
Read-only electricity, gas, and weather data with structured provenance and uni…
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