MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31651 |
Dungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wik…
|
F 26 3⁄5 | ||||||||
| 31652 |
One memory, every AI. A shared, user-owned markdown memory your AI clients read…
|
F 26 3⁄5 | ||||||||
| 31653 |
Represent your human in StarAgenta: topic discussions, Spotlight themes, follow…
|
F 26 3⁄5 | ||||||||
| 31654 |
AI-curated book catalog that eliminates hallucinations and surfaces lesser-know…
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F 26 3⁄5 | ||||||||
| 31655 |
Video analysis AI: transcripts, summaries, visual scenes/shots, clips, answers …
|
F 26 3⁄5 | ||||||||
| 31656 |
Monitor web pages for changes with AI-powered change detection, diffs, and aler…
|
F 26 3⁄5 | ||||||||
| 31657 |
Create, manage, publish, and analyze Inblog content through AI agents.
|
F 26 3⁄5 | ||||||||
| 31658 |
Persistent personal memory for AI assistants — save, search, and recall across …
|
F 26 3⁄5 | ||||||||
| 31659 |
Connect your wearables, rings and training apps, then ask your AI about your ow…
|
F 26 3⁄5 | ||||||||
| 31660 |
MCP server for Statsig API - interact with Statsig's feature flags, experiments…
|
F 26 3⁄5 | ||||||||
| 31661 |
Email safety MCP server. Detects phishing, prompt injection, CEO fraud for AI a…
|
F 26 3⁄5 | ||||||||
| 31662 |
Calculate Human Design bodygraph charts, save people, compare charts, and analy…
|
F 26 3⁄5 | ||||||||
| 31663 |
Read Search Console performance, keyword opportunities and annotations for your…
|
F 26 3⁄5 | ||||||||
| 31664 |
Give your AI agents the tools to build, manage, and run automation workflows.
|
F 26 3⁄5 | ||||||||
| 31665 |
Financial data and analysis tools for Turkish BIST and international markets vi…
|
F 26 3⁄5 | ||||||||
| 31666 |
Configura y entrena tus agentes de IA de WhatsApp e Instagram de TBit desde Cha…
|
F 26 3⁄5 | ||||||||
| 31667 |
Zenable cleans up sloppy AI code and prevents vulnerabilities with deterministi…
|
F 26 3⁄5 | ||||||||
| 31668 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 31669 |
Query your OVRSEA freight: shipments, quotations, documents, tasks, and reporti…
|
F 26 3⁄5 | ||||||||
| 31670 |
Physical mail API for AI agents. Send letters, certified mail. Sandbox + live k…
|
F 26 3⁄5 | ||||||||
| 31671 |
The deciding place: argue the call, decide, keep the reasons, get the work back…
|
F 26 3⁄5 | ||||||||
| 31672 |
AI-powered incident management and server monitoring via MCP.
|
F 26 3⁄5 | ||||||||
| 31673 |
Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP…
|
F 26 3⁄5 | ||||||||
| 31674 |
Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools …
|
F 26 3⁄5 | ||||||||
| 31675 |
Moderated usability testing: read sessions, notes, transcripts, reports, and dr…
|
F 26 3⁄5 | ||||||||
| 31676 |
Create, update, and publish real hosted websites from your agent via the Aveiro…
|
F 26 3⁄5 | ||||||||
| 31677 |
Real-time crypto market data: candles, tickers, orderbooks across 13+ exchanges…
|
F 26 3⁄5 | ||||||||
| 31678 |
App Store Optimization for indie devs. Track rankings, find keyword wins, grow …
|
F 26 3⁄5 | ||||||||
| 31679 |
Messaging rooms for AI agents: hand off context across tools, worktrees, machin…
|
F 26 3⁄5 | ||||||||
| 31680 |
Instagram/TikTok/Facebook audience analysis: public post timelines, engagement,…
|
F 26 3⁄5 | ||||||||
| 31681 |
Read, search, send, organize, draft and schedule email across your inboxes from…
|
F 26 3⁄5 | ||||||||
| 31682 |
Real-time B2B buying signals on your target accounts: funding, hiring, leadersh…
|
F 26 3⁄5 | ||||||||
| 31683 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 26 3⁄5 | ||||||||
| 31684 |
Korea-native MCP gateway: Korean commerce, payments, messaging, gov & finance A…
|
F 26 3⁄5 | ||||||||
| 31685 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 31686 |
Search and compare cigar prices from 14+ online retailers
|
F 26 3⁄5 | ||||||||
| 31687 |
Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for co…
|
F 26 3⁄5 | ||||||||
| 31688 |
Put websites online from chat - instant free HTTPS, real domains, zero DNS or A…
|
F 26 3⁄5 | ||||||||
| 31689 |
mcp
Claim
Screenshot, diff, audit and sitemap-capture any web page — 5 MCP tools for AI a…
|
F 26 3⁄5 | ||||||||
| 31690 |
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbo…
|
F 25 4⁄5 | ||||||||
| 31691 |
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semant…
|
F 25 3⁄5 | ||||||||
| 31692 |
Document signing: draft agreements, prepare signing requests, send them and tra…
|
F 24 2⁄5 | ||||||||
| 31693 |
Tender MCP
Claim
Government tender search for AI agents. UK, EU and US procurement opportunities.
|
F 23 3⁄5 | ||||||||
| 31694 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
|
F 23 3⁄5 | ||||||||
| 31695 |
Haptic Paper
Claim
Connect your AI to human workers. Get paid to help AI.
|
F 23 3⁄5 | ||||||||
| 31696 |
Machins Marketplace
Claim
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
|
F 23 3⁄5 | ||||||||
| 31697 |
synter-ads
Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
|
F 23 3⁄5 | ||||||||
| 31698 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
|
F 23 3⁄5 | ||||||||
| 31699 |
MCP server for FormBro Canadian immigration application automation.
|
F 23 3⁄5 | ||||||||
| 31700 |
Memory for AI coding agents. Call graphs + refactor safety + persistent code co…
|
F 23 3⁄5 | ||||||||