MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29751 |
ActionGate
Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
|
F 30 3⁄5 | ||||||||
| 29752 |
meetsync-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 29753 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 29754 |
StratProof
Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
|
F 30 3⁄5 | ||||||||
| 29755 |
octodock
Claim
One MCP URL for all your apps. 600+ actions for AI.
|
F 30 3⁄5 | ||||||||
| 29756 |
WZRD Protocol
Claim
Analyze AI attention markets and track velocity oracle feeds for software platf…
|
F 30 3⁄5 | ||||||||
| 29757 |
Canadian Building Code
Claim
Access and search comprehensive Canadian building regulations for construction …
|
F 30 3⁄5 | ||||||||
| 29758 |
Bushdrum Events
Claim
Bushdrum is a read-only MCP server for city-scoped event discovery. It exposes …
|
F 30 3⁄5 | ||||||||
| 29759 |
Axiora
Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
|
F 30 3⁄5 | ||||||||
| 29760 |
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
|
F 30 3⁄5 | ||||||||
| 29761 |
browserbasemcp
Claim
|
F 30 3⁄5 | ||||||||
| 29762 |
Headless Oracle
Claim
Cryptographically signed market state verification for autonomous financial age…
|
F 30 3⁄5 | ||||||||
| 29763 |
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
|
F 30 3⁄5 | ||||||||
| 29764 |
CrabbitMQ
Claim
Async message queue for AI agents. Self-provision queues via MCP or REST — no h…
|
F 30 3⁄5 | ||||||||
| 29765 |
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. …
|
F 30 3⁄5 | ||||||||
| 29766 |
Athenic
Claim
Transform Your AI Assistant into a True Business Automation Platform
Athenic i…
|
F 30 3⁄5 | ||||||||
| 29767 |
Philidor
Claim
Search and analyze 700+ DeFi vaults across Morpho, Aave, Spark, Yearn, Beefy, C…
|
F 30 3⁄5 | ||||||||
| 29768 |
AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No …
|
F 30 3⁄5 | ||||||||
| 29769 |
casestudies.dev
Claim
Search, analyse, and compare thousands of real company case studies. Built for …
|
F 30 3⁄5 | ||||||||
| 29770 |
xSkill AI
Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
|
F 30 3⁄5 | ||||||||
| 29771 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 29772 |
Github
Claim
Access the GitHub API, enabling file operations, repository management, search …
|
F 30 3⁄5 | ||||||||
| 29773 |
projectbrain-mcp
Claim
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
|
F 30 3⁄5 | ||||||||
| 29774 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
|
F 30 3⁄5 | ||||||||
| 29775 |
mcp
Claim
Share prompts and context with your team and discover community collections.
|
F 30 3⁄5 | ||||||||
| 29776 |
SIIL Ostomy Store
Claim
Browse and purchase premium ostomy bag covers, support belts, swimwear, wraps, …
|
F 30 3⁄5 | ||||||||
| 29777 |
Shibui Finance
Claim
## Server Description
Screen 9,900+ US equities across 64 years of daily price…
|
F 30 3⁄5 | ||||||||
| 29778 |
Explorium B2B Data
Claim
The Explorium Business Data Hub provides AI tools with access to:
Company Sear…
|
F 30 3⁄5 | ||||||||
| 29779 |
HS Code Classifier
Claim
Classify products to official HS codes and validate supplier codes before custo…
|
F 30 2⁄4 | ||||||||
| 29780 |
cyphergoat
Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
|
F 30 3⁄5 | ||||||||
| 29781 |
Unmarkdown
Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
|
F 30 3⁄5 | ||||||||
| 29782 |
Rube
Claim
Connects and automates workflows across 500+ apps like Slack, GitHub, Notion, a…
|
F 30 3⁄5 | ||||||||
| 29783 |
QiQ Social
Claim
AI-powered multi-platform content publishing. 25 tools to create posts, run aut…
|
F 30 3⁄5 | ||||||||
| 29784 |
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
|
F 30 3⁄5 | ||||||||
| 29785 |
servicegraph
Claim
Datasets for founders: directories, newsletters, and agencies, with metrics att…
|
F 30 3⁄5 | ||||||||
| 29786 |
claw-net
Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
|
F 30 3⁄5 | ||||||||
| 29787 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 29788 |
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflo…
|
F 30 3⁄5 | ||||||||
| 29789 |
dssd
Claim
Streamline workflows by connecting your app’s data and actions directly into yo…
|
F 30 3⁄5 | ||||||||
| 29790 |
Zuplo Weather
Claim
Get real-time US weather alerts, forecasts, radar data, and aviation reports fr…
|
F 30 3⁄5 | ||||||||
| 29791 |
QChing
Claim
**Explore the I Ching with Quantum-Randomness powered Reflection**
Dive into…
|
F 30 3⁄5 | ||||||||
| 29792 |
capture
Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
|
F 30 3⁄5 | ||||||||
| 29793 |
OpenClaw Direct
Claim
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
|
F 30 3⁄5 | ||||||||
| 29794 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 29795 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 29796 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
|
F 30 3⁄5 | ||||||||
| 29797 |
quantoracle
Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
|
F 30 3⁄5 | ||||||||
| 29798 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 29799 |
Kyomi
Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
|
F 30 3⁄5 | ||||||||
| 29800 |
EzBiz SEO
Claim
Improve search engine rankings by researching keywords and analyzing search res…
|
F 30 3⁄5 | ||||||||