MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17751
apioo
fusio Claim
Self-Hosted API Management for Builders
D 49 4⁄4 ◎ ⏳ 48 0 N/A 74 81 —
17752
xiaobenyang-com
Enables access to news-related tools through a standardized interface, allowing…
D 49 5⁄5 ◎ ⏳ 72 41 0 47 81 —
17753
wazionapps
mcp-server ⚡ Claim
244 WhatsApp Business tools: send messages, automate workflows, run campaigns, …
D 49 5⁄5 ◎ ⏳ 64 43 0 70 70 —
17754
jonathanhefner
hello-mcp-registry ⚡ Claim
A simple MCP server.
D 49 4⁄4 ◎ ⏳ 24 37 N/A 43 95 —
17755
alphavantage
alpha_vantage_mcp ⚡ Claim
Real-time financial market data: stocks, forex, crypto, commodities, and econom…
D 49 5⁄5 ◎ ⏳ 92 0 0 68 81 —
17756
Muvon
octocode Claim
Semantic code indexer with GraphRAG knowledge graph. Index your codebase, searc…
D 49 5⁄5 ◎ ⏳ 54 32 0 82 82 —
17757
crawde
Generates professional compliance documents like privacy policies and terms of …
D 49 4⁄4 ◎ ⏳ 72 0 — 35 81 —
17758
threat-zone
Provides LLMs with access to Threat.Zone's malware analysis capabilities throug…
D 49 5⁄3 ◎ ⏳ 60 43 0 41 95 —
17759
HatmanStack
ragstack Claim
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
D 49 5⁄3 ◎ ⏳ 48 43 0 80 81 —
17760
myrakrusemark
memento-protocol ⚡ Claim
Persistent memory for AI agents. Store what matters, recall by meaning, skip th…
D 49 5⁄3 ◎ ⏳ 60 43 0 62 82 —
17761
szara7678
OpenAkashic ⚡ Claim
Visibility-aware knowledge vault for AI agents with 20 MCP tools.
D 49 5⁄5 ◎ ⏳ 96 0 0 56 81 —
17762
24kchengYe
🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to ca…
D 49 4⁄4 ◎ ⏳ 60 0 N/A 53 81 —
17763
cloudinary
Upload, organize, search, and transform images, videos, and files with AI-power…
D 49 5⁄5 ◎ ⏳ 90 10 0 83 61 —
17764
topoteretes
cognee ⚡ Claim
Memory manager for AI apps and Agents using various graph and vector stores and…
D 49 5⁄5 ◎ ⏳ 54 32 0 85 82 —
17765
oraichain
A comprehensive toolkit for building AI agents with blockchain capabilities, en…
D 48 5⁄5 ◎ ⏳ 48 67 0 45 78 —
17766
alizoli
Auto-generated Model Context Protocol server that provides an interface to the …
D 48 5⁄3 ◎ ⏳ 60 55 0 21 95 —
17767
TM9657
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
D 48 5⁄5 ◎ ⏳ 60 42 0 60 80 —
17768
aethar-dev
WageAPI Claim
US + EU salary benchmarking, pay transparency compliance, and semantic endpoint…
D 48 4⁄4 ◎ ⏳ 58 0 — 54 81 —
17769
CDataSoftware
Amazon DynamoDB MCP Server by CData
D 48 4⁄3 ◎ ⏳ 58 0 N/A 34 95 —
17770
pepabo
colormeshop-mcp ⚡ Claim
Official remote MCP server for Color Me Shop (GMO Pepabo), a Japanese e-commerc…
D 48 5⁄5 ◎ ⏳ 74 10 0 75 81 —
17771
eldoonreval
An open source automation platform that converts over 280+ integrations into MC…
D 48 5⁄3 ◎ ⏳ 50 57 0 37 95 —
17772
ag2-mcp-servers
An MCP Server that enables interaction with Google Cloud SQL Admin API, allowin…
D 48 4⁄4 ◎ ⏳ 45 38 — 21 82 —
17773
xieyuschen
gopls-mcp Claim
https://gopls-mcp.org/ MCP server for golang projects development: Expand AI C…
D 48 5⁄3 ◎ ⏳ 46 32 0 74 95 —
17774
platfone-com
mcp ⚡ Claim
Virtual phone number platform for AI agents — rent numbers across 200+ countrie…
D 48 5⁄5 ◎ ⏳ 84 0 0 87 69 —
17775
CDataSoftware
Oracle MCP Server by CData
D 48 4⁄3 ◎ ⏳ 58 0 N/A 34 95 —
17776
maryadawson-code
A remote MCP server that provides AI coding agents with accurate, real-time clo…
D 48 5⁄5 ◎ ⏳ 96 0 0 55 81 —
17777
basalt-run
basalt Claim
Design tokens, components, icons, and a11y data via MCP. For Cursor, Claude, an…
D 48 5⁄5 ◎ ⏳ 84 0 0 71 81 —
17778
hermesagent
mcp-hermes ⚡ Claim 1
Website screenshots and chats/graphs
D 48 4⁄4 ◎ ⏳ 72 0 — 27 81 —
17779
CDataSoftware
Cosmos DB MCP Server by CData
D 48 4⁄3 ◎ ⏳ 58 0 N/A 34 95 —
17780
BACH-AI-Tools
An MCP server that provides access to current weather data and 5-day forecasts …
D 48 4⁄4 ◎ ⏳ 35 50 — 24 80 —
17781
Enapter
MCP server providing tools for AI-agents to interact with Enapter EMS.
D 48 4⁄4 ◎ ⏳ 54 0 — 60 81 —
17782
streampayments
Stream ⚡ Claim
Stream MCP server https://streampay.sa/
D 48 4⁄4 ◎ ⏳ 72 0 — 30 81 —
17783
MarketplaceAdPros
Enables tools to interact with Amazon Advertising, analyzing campaign metrics a…
D 48 4⁄4 ◎ ⏳ 56 10 — 48 76 —
17784
yvgude
lean-ctx Claim
LeanCTX — the cognitive context layer for agentic systems. 62 MCP tools, 10 rea…
D 48 4⁄4 ◎ ⏳ 60 0 N/A 46 81 —
17785
aethar-dev
CostAPI Claim
Cost of living, CPI, PPP, and regional price data for 190+ countries. Semantic …
D 48 4⁄4 ◎ ⏳ 58 0 — 54 81 —
17786
markpdxt
dronelytics-mcp ⚡ Claim
US drone airspace intelligence and mission planning. 24 tools: check airspace r…
D 48 4⁄4 ◎ ⏳ 54 0 — 57 81 —
17787
New1Direction
trust-oracle Claim
Independent A-F trust grade for any MCP server, watched for drift. Free, never …
D 48 5⁄5 ◎ ⏳ 90 0 0 63 81 —
17788
pipeworx-io
Paypal ⚡ Claim
PayPal MCP Pack — read-only access to PayPal transactions, orders, invoices, an…
D 48 5⁄5 ◎ ⏳ 100 0 0 47 81 —
17789
webpeel
webpeel ⚡ Claim
Smart web fetcher for AI agents with auto-escalation from HTTP to headless brow…
D 48 5⁄5 ◎ ⏳ 60 31 0 69 81 —
17790
CDataSoftware
MariaDB MCP Server by CData
D 48 4⁄3 ◎ ⏳ 58 0 N/A 34 95 —
17791
Polaralias
ClickUp ⚡ Claim
Manage projects, tasks, and documents directly through a comprehensive suite of…
D 48 5⁄5 ◎ ⏳ 78 42 0 32 76 —
17792
mcp-tool-shop-org
mcp-shipcheck ⚡ Claim
Audits local package folders to generate publish-readiness reports and previews…
D 48 5⁄5 ◎ ⏳ 60 27 0 75 82 —
17793
bitDive
mcp-server ⚡ Claim
BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI…
D 48 4⁄4 ◎ ⏳ 72 0 N/A 29 81 —
17794
TheSandemon
AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review…
D 48 5⁄5 ◎ ⏳ 72 41 0 37 81 —
17795
CDataSoftware
Apache Cassandra MCP Server by CData
D 48 4⁄3 ◎ ⏳ 58 0 N/A 34 95 —
17796
BACH-AI-Tools
Provides access to comprehensive weather data including current conditions, for…
D 48 5⁄5 ◎ ⏳ 50 60 0 56 78 —
17797
Microck
web GUI for securely managing local OpenCode configuration
D 48 5⁄3 ◎ ⏳ 60 38 0 41 95 —
17798
CSOAI-ORG
slack-enterprise-mcp MCP server by MEOK AI Labs
D 48 4⁄4 ◎ ⏳ 68 0 N/A 37 81 —
17799
uupt-mcp
Enables AI agents to create and manage delivery orders through UU跑腿 (UU Errands…
D 48 5⁄5 ◎ ⏳ 56 60 0 43 78 —
17800
borski
AI-powered travel hacking and search with cash, points, miles, and award flight…
D 48 4⁄4 ◎ ⏳ 60 0 N/A 48 81 —
Showing 17751–17800 of 69182 servers
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