MCP Server Quality Scores

Independent quality analysis of 64850 public MCP servers

64850
Discovered
30779
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29751
actiongate
ActionGate Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
F 30 35 10 0 81
29752
nicholasemccormick
meetsync-mcp Claim
F 30 35 10 0 81
29753
putput-io
PutPut Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
F 30 35 10 0 81
29754
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
F 30 35 10 0 81
29755
chaosmibu-blip
octodock Claim
One MCP URL for all your apps. 600+ actions for AI.
F 30 35 10 0 81
29756
wzrd
Analyze AI attention markets and track velocity oracle feeds for software platf…
F 30 35 10 0 81
29757
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 35 10 0 81
29758
justus
Bushdrum is a read-only MCP server for city-scoped event discovery. It exposes …
F 30 35 10 0 81
29759
axiora
Axiora Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
F 30 35 10 0 81
29760
frontier-signal
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
F 30 35 10 0 81
29761 F 30 35 10 0 81
29762
headlessoracle
Cryptographically signed market state verification for autonomous financial age…
F 30 35 10 0 81
29763
jlazoff
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
F 30 35 10 0 81
29764
crabbitmq
CrabbitMQ Claim
Async message queue for AI agents. Self-provision queues via MCP or REST — no h…
F 30 35 10 0 81
29765
node2flow
Youtube Claim 1
MCP server for YouTube Data API v3 with OAuth 2.0 authentication. …
F 30 35 10 0 81
29766
maxbeech
Athenic Claim
Transform Your AI Assistant into a True Business Automation Platform Athenic i…
F 30 35 10 0 81
29767
philidor
Philidor Claim
Search and analyze 700+ DeFi vaults across Morpho, Aave, Spark, Yearn, Beefy, C…
F 30 35 10 0 81
29768
Lumiwealth
AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No …
F 30 35 10 0 81
29769
casestudies
Search, analyse, and compare thousands of real company case studies. Built for …
F 30 35 10 0 81
29770
hexiaochun
xSkill AI Claim
AI content generation toolkit with 50+ models. Image/video generation (Seedance…
F 30 35 10 0 81
29771
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
29772
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 35 10 0 81
29773
ninetrinkets
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
F 30 35 10 0 81
29774
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
F 30 35 10 0 81
29775
sensoris
mcp Claim
Share prompts and context with your team and discover community collections.
F 30 35 10 0 81
29776
hola-ps65
Browse and purchase premium ostomy bag covers, support belts, swimwear, wraps, …
F 30 35 10 0 81
29777
shibui
## Server Description Screen 9,900+ US equities across 64 years of daily price…
F 30 35 10 0 81
29778
maayanyosef
The Explorium Business Data Hub provides AI tools with access to: Company Sear…
F 30 35 10 0 81
29779
OjasKord
Classify products to official HS codes and validate supplier codes before custo…
F 30 24 0 61
29780
cyphergoat
cyphergoat Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
F 30 35 10 0 81
29781
unmarkdown
Unmarkdown Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
F 30 35 10 0 81
29782
Composio
Rube Claim
Connects and automates workflows across 500+ apps like Slack, GitHub, Notion, a…
F 30 35 10 0 81
29783
qiq
QiQ Social Claim
AI-powered multi-platform content publishing. 25 tools to create posts, run aut…
F 30 35 10 0 81
29784
propify
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
F 30 35 10 0 81
29785
nostrband
servicegraph Claim
Datasets for founders: directories, newsletters, and agencies, with metrics att…
F 30 35 10 0 81
29786
xmint
claw-net Claim
AI agent orchestration — 12,000+ API endpoints, crypto data skills, Manifest ve…
F 30 35 10 0 81
29787
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 35 10 0 81
29788
ladourv-hkzl
Real-time LTL carrier fuel surcharge rates for freight and logistics AI workflo…
F 30 35 10 0 81
29789
janpansky
dssd Claim
Streamline workflows by connecting your app’s data and actions directly into yo…
F 30 35 10 0 81
29790
emmanuel
Get real-time US weather alerts, forecasts, radar data, and aviation reports fr…
F 30 35 10 0 81
29791
tavurth
QChing Claim
**Explore the I Ching with Quantum-Randomness powered Reflection** Dive into…
F 30 35 10 0 81
29792
captureai
capture Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
F 30 35 10 0 81
29793
openclaw-direct
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
F 30 35 10 0 81
29794
node2flow
Google Docs Claim 1
MCP server for Google Docs : create, read, edit, format, and manage documents t…
F 30 35 10 0 81
29795 F 30 35 10 0 81
29796
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
F 30 35 10 0 81
29797
QuantOracle
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
F 30 35 10 0 81
29798
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
29799
kyomi
Kyomi Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
F 30 35 10 0 81
29800
ezbiz-services
EzBiz SEO Claim
Improve search engine rankings by researching keywords and analyzing search res…
F 30 35 10 0 81
Showing 29751–29800 of 64850 servers
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