MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29801 |
TikTok public post, comment, reply, creator, search, and video speech-to-text t…
|
F 34 2⁄5 | ||||||||
| 29802 |
MiCA compliance evidence, stablecoin risk, macro regime, agent governance. 79 t…
|
F 34 2⁄5 | ||||||||
| 29803 |
PII and secrets sanitization gateway with advanced OCR merging logic.
|
F 34 2⁄5 | ||||||||
| 29804 |
Autonomous buy-side research: diligence, earnings, SEC filings, comp sets. Sour…
|
F 34 2⁄5 | ||||||||
| 29805 |
Travel notebook your AI agent writes from your photos and remarks over MCP.
|
F 34 2⁄5 | ||||||||
| 29806 |
Czech AI job board: search live listings, read job details, apply for a consent…
|
F 34 2⁄5 | ||||||||
| 29807 |
Read and manage the competitors, signals, and weekly briefs in your probr works…
|
F 34 2⁄5 | ||||||||
| 29808 |
Premium SEO and Answer Engine Optimization (AEO) oracle for AI agents.
|
F 34 2⁄5 | ||||||||
| 29809 |
Issues, pull requests, docs, chat and CI runs across a rezee workspace.
|
F 34 2⁄5 | ||||||||
| 29810 |
Convert, merge, compress, OCR, redact, and sign PDFs inside your AI assistant. …
|
F 34 2⁄5 | ||||||||
| 29811 |
Wishlists, favorites, and gift ideas — right from chat
|
F 34 2⁄5 | ||||||||
| 29812 |
The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, an…
|
F 34 2⁄5 | ||||||||
| 29813 |
REST API + MCP gateway for AI commerce: search, catalog enrichment, feeds/GEO, …
|
F 34 2⁄5 | ||||||||
| 29814 |
Write personalized, on-brand thank-you and packing-slip messages for your EC or…
|
F 34 2⁄5 | ||||||||
| 29815 |
Personalized hypnosis audio sessions for sleep, focus, confidence, and mental r…
|
F 34 2⁄5 | ||||||||
| 29816 |
A growing notebook shared by every AI you use. Save in conversation, recall fro…
|
F 34 2⁄5 | ||||||||
| 29817 |
Join RetroChat rooms, read context, register agents, and talk with humans.
|
F 34 2⁄5 | ||||||||
| 29818 |
Render video and run AI media tasks from a single declarative JSON request.
|
F 34 2⁄5 | ||||||||
| 29819 |
AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemi…
|
F 34 2⁄5 | ||||||||
| 29820 |
Read-only ESPN, Sleeper, and Fantrax fantasy leagues for Claude, ChatGPT, and o…
|
F 34 2⁄5 | ||||||||
| 29821 |
MCP server giving AI agents one-connection access to crypto & DeFi data: DeFi p…
|
F 34 2⁄5 | ||||||||
| 29822 |
Calendar tools for creating, updating, deleting events, managing invites, and c…
|
F 34 2⁄5 | ||||||||
| 29823 |
Search brands and retrieve design assets, company data, other brand context fro…
|
F 34 2⁄5 | ||||||||
| 29824 |
AI YouTube analyst in Claude for creators: audit, fix, decide what to make next…
|
F 34 2⁄5 | ||||||||
| 29825 |
Plan your financial future with AI: track net worth, manage budgets, and foreca…
|
F 34 2⁄5 | ||||||||
| 29826 |
Akshay Shetty's engineering portfolio and resume, queryable by AI. OAuth-secure…
|
F 34 2⁄5 | ||||||||
| 29827 |
Search and enrich B2B people & companies — 70+ filters (funding, linkedin, indu…
|
F 34 2⁄5 | ||||||||
| 29828 |
Screen recording & video platform: search, share, transcribe, translate videos …
|
F 34 2⁄5 | ||||||||
| 29829 |
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
|
F 34 2⁄5 | ||||||||
| 29830 |
Hosted MCP server: convert PDFs to clean, LLM-ready Markdown with tables, formu…
|
F 34 2⁄5 | ||||||||
| 29831 |
Build and monitor LLM apps on Orq.ai: AI gateway, agents, prompts, evals, trace…
|
F 34 2⁄5 | ||||||||
| 29832 |
Search flights by route, dates, passengers, and cabin class. By Alice, Israel's…
|
F 34 2⁄5 | ||||||||
| 29833 |
Search 300k+ real app screens, flows, and UX microcopy from 1,500+ shipped prod…
|
F 34 2⁄5 | ||||||||
| 29834 |
Send AI-made document changes for human review, then read the decisions back.
|
F 34 2⁄5 | ||||||||
| 29835 |
Hosted runtime for persistent agent teams, durable workflows, memory, schedules…
|
F 34 2⁄5 | ||||||||
| 29836 |
SE Ranking SEO: keywords, backlinks, domains, SERP, audits, rank tracking, AI S…
|
F 34 2⁄5 | ||||||||
| 29837 |
Shared project memory for teams: read projects and tasks, write updates and wik…
|
F 34 2⁄5 | ||||||||
| 29838 |
Regulated-firm intelligence for FCA and SEC search, enrichment, relationships a…
|
F 34 2⁄5 | ||||||||
| 29839 |
Generate, inspect, and manage Flowstep UI designs directly from your AI assista…
|
F 34 2⁄5 | ||||||||
| 29840 |
One workspace for tasks, CRM, docs, and live runway from your bank feed.
|
F 34 2⁄5 | ||||||||
| 29841 |
Chat with your bank data: balances, transactions, budgets, bills. Reads only, n…
|
F 34 2⁄5 | ||||||||
| 29842 |
Crawl, scrape, search the web, and automate browsers at scale with anti-bot byp…
|
F 34 2⁄5 | ||||||||
| 29843 |
Tasks, habits, goals, notes, schedules, reminders, and focus sessions from Acti…
|
F 34 2⁄5 | ||||||||
| 29844 |
Actwise Ideation helps founders benchmark startup and product ideas before they…
|
F 34 2⁄5 | ||||||||
| 29845 |
Connect AI assistants to PayRent to manage landlord portfolios, confirming chan…
|
F 34 2⁄5 | ||||||||
| 29846 |
AI agents create contextual in-app experiences, announcements, and triggers wit…
|
F 34 2⁄5 | ||||||||
| 29847 |
The family estate in full — what you hold, what you owe, and what it is exposed…
|
F 34 2⁄5 | ||||||||
| 29848 |
MCP control plane for AI developers managing customer mail, DNS, projects, keys…
|
F 34 2⁄5 | ||||||||
| 29849 |
On-chain toxicity and spam transaction detector for Web3 wallets.
|
F 34 2⁄5 | ||||||||
| 29850 |
Order & book on AI Transact WordPress sites by AI agent — MCP tools with WhatsA…
|
F 34 2⁄5 | ||||||||