MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29901 |
Search and analyze meeting transcripts, summaries, soundbites and analytics fro…
|
F 34 2⁄5 | ||||||||
| 29902 |
Versioned agent memory in your own Postgres: portable context, permissioned, au…
|
F 34 2⁄5 | ||||||||
| 29903 |
AI mixing and mastering: analyze your mixes, run DSP autofix, render stems, and…
|
F 34 2⁄5 | ||||||||
| 29904 |
Marketing-measurement MCP: dashboards, cross-channel queries, integrations, and…
|
F 34 2⁄5 | ||||||||
| 29905 |
Connect AI agents to the legacy systems LATAM business runs on. Live in Chile: …
|
F 34 2⁄5 | ||||||||
| 29906 |
This MCP lets your agent edit your videos, generate voiceovers, AI clips, title…
|
F 34 2⁄5 | ||||||||
| 29907 |
Validate, build, and publish the resume you keep as YAML in your own GitHub rep…
|
F 34 2⁄5 | ||||||||
| 29908 |
Ask a company's DeskClone support agent from Claude, Cursor or any MCP client (…
|
F 34 2⁄5 | ||||||||
| 29909 |
LLM Observability & Orchestration Agent
|
F 34 2⁄5 | ||||||||
| 29910 |
MCP server giving AI agents one-connection access to crypto & DeFi data: DeFi p…
|
F 34 2⁄5 | ||||||||
| 29911 |
Pre-diligence AI for founders, investors, and firms — multi-agent pitch analysi…
|
F 34 2⁄5 | ||||||||
| 29912 |
Calculate Actuarial Value (AV) & metal tier of a health insurance plan from any…
|
F 34 2⁄5 | ||||||||
| 29913 |
Учёт инвестиций в HADL: портфель, доходность, сделки, импорт отчётов брокеров, …
|
F 34 2⁄5 | ||||||||
| 29914 |
Chat-first business management. 40+ tools, 26 templates. Describe your business…
|
F 34 2⁄5 | ||||||||
| 29915 |
Social media scheduler your AI agent can drive: plan, publish, inbox, analytics…
|
F 34 2⁄5 | ||||||||
| 29916 |
Semantic context compression and cognitive memory layer for LLM swarms.
|
F 34 2⁄5 | ||||||||
| 29917 |
Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo
|
F 34 2⁄5 | ||||||||
| 29918 |
Authenticated MCP Agent (Bcrypt)
|
F 34 2⁄5 | ||||||||
| 29919 |
Search, price and book Swiss coworking spaces, offices and meeting rooms on cow…
|
F 34 2⁄5 | ||||||||
| 29920 |
Sports-analytics research assistant that grades its own model and reports the l…
|
F 34 2⁄5 | ||||||||
| 29921 |
AI-driven daily-focus todo app on your phone (max 3/day). View & add todos from…
|
F 34 2⁄5 | ||||||||
| 29922 |
Search SVG metadata and buy licensed commercial SVG exports for coding agents.
|
F 34 2⁄5 | ||||||||
| 29923 |
SEC & institutional filings — Form 4, 8-K, 13F, Schedule 13D, Form D, IPO & ear…
|
F 34 2⁄5 | ||||||||
| 29924 |
Track ID for Instagram, SoundCloud, YouTube, TikTok, Mixcloud — incl. undergrou…
|
F 34 2⁄5 | ||||||||
| 29925 |
CRM and field service for Dutch installation companies. Configure your whole en…
|
F 34 2⁄5 | ||||||||
| 29926 |
Traced OpenAI LangChain Agent
|
F 34 2⁄5 | ||||||||
| 29927 |
Read-only access to your net worth, wealth percentile, projections, splits and …
|
F 34 2⁄5 | ||||||||
| 29928 |
Live soccer prediction-market odds and order-book depth from Polymarket.
|
F 34 2⁄5 | ||||||||
| 29929 |
Property management AI: work orders, vendors, appliances, and triage for Claude…
|
F 34 2⁄5 | ||||||||
| 29930 |
AI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base…
|
F 34 2⁄5 | ||||||||
| 29931 |
Create and look after online memorials for people and pets who have died.
|
F 34 2⁄5 | ||||||||
| 29932 |
Deploy & release tracking with native MCP — ask Claude what's in production and…
|
F 34 2⁄5 | ||||||||
| 29933 |
Operate your Sapiens Sintéticos AI studio: generate image, article, voice, musi…
|
F 34 2⁄5 | ||||||||
| 29934 |
Build and manage AI-native customer support agents from Claude or any MCP clien…
|
F 34 2⁄5 | ||||||||
| 29935 |
Manage fitness coaching clients, workouts, programs, chats and funnels from you…
|
F 34 2⁄5 | ||||||||
| 29936 |
RabbitMQ + Elasticsearch + MongoDB Stack Generator
|
F 34 2⁄5 | ||||||||
| 29937 |
Create amazing video experiences with the Qencode API, straight from your AI as…
|
F 34 2⁄5 | ||||||||
| 29938 |
Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs…
|
F 34 2⁄5 | ||||||||
| 29939 |
Catálogo de veículos do Brasil: preço FIPE com histórico, ficha técnica, custo …
|
F 34 2⁄5 | ||||||||
| 29940 |
Your design, automated endlessly. Design anywhere, Brixa freezes it as a templa…
|
F 34 2⁄5 | ||||||||
| 29941 |
RabbitMQ + Postgres + MongoDB Stack Generator
|
F 34 2⁄5 | ||||||||
| 29942 |
Postgres + MinIO Stack Generator
|
F 34 2⁄5 | ||||||||
| 29943 |
Security reviews for coding agents: diffs checked against your org policy and l…
|
F 34 2⁄5 | ||||||||
| 29944 |
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
|
F 34 2⁄5 | ||||||||
| 29945 |
On-brand product photos, model try-ons, video reels & banners from a brief + br…
|
F 34 2⁄5 | ||||||||
| 29946 |
wFirma.pl (Polish accounting) via MCP: invoices, contractors, payments, reports…
|
F 34 2⁄5 | ||||||||
| 29947 |
Discover and call 10,000+ production APIs from one MCP server. Pay-per-call bil…
|
F 34 2⁄5 | ||||||||
| 29948 |
Air freight rates and transit times worldwide - search routes and request quote…
|
F 34 2⁄5 | ||||||||
| 29949 |
Schedule social media posts to 10 platforms: Instagram, TikTok, X, YouTube, Lin…
|
F 34 2⁄5 | ||||||||
| 29950 |
Traced LLM Proxy
|
F 34 2⁄5 | ||||||||