MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
19001
iamvibhorsingh
bbox-mcp-server Claim 1
Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, m…
F 25 53 90 62 0 55 78
19002
superlowburn
AgentRank Claim 1
Google PageRank for AI agents — live search across 25,000+ scored MCP servers a…
F 25 44 96 0 53 81
19003
let-sunny
canicode Claim 1
Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.
F 25 44 64 10 N/A 83 70
19004
Br0ski777
Test, validate and explain regular expressions with match highlighting. x402 mi…
F 25 55 24 0 0 21 81
19005
Br0ski777
Fiat and crypto currency conversion — ECB + CoinGecko rates. x402 micropayment.
F 25 55 24 0 0 21 81
19006
areebahmeddd
superbox.ai Claim 1
📦 Discover, deploy, and test MCPs in isolated sandboxes
F 25 44 54 68 N/A 65 74
19007
Br0ski777
Generate QR codes from text or URLs. Returns base64 PNG. x402 micropayment.
F 25 55 24 0 0 21 81
19008
qune-tech
ocds-mcp Claim 1
German public procurement data (OCDS) — semantic search, tender matching with c…
F 25 44 64 0 N/A 68 81
19009
Calel33
OrdiscanMCP Claim 1
An HTTP server implementation that provides direct access to the Ordiscan API w…
F 25 44 48 72 40 82
19010
ChiragPatankar
A comprehensive customer support platform featuring real-time messaging, knowle…
F 25 44 48 68 30 71
19011
Michael98671
Wuying AgentBay Claim 1
Provides AI agents with cloud-based execution environments through Alibaba Clou…
F 25 44 78 65 45 74
19012
vaizcom
mcp Claim 1
Connect AI assistants to your Vaiz workspace: tasks, projects, boards, document…
F 25 55 90 68 0 70 80
19013
OpenAgentPlatform
Dive Claim 1
Dive is an open-source MCP Host Desktop Application that seamlessly integrates …
F 25 55 50 40 0 89 77
19014
PreReason
PreReason Claim 1
Pre-reasoned Bitcoin & macro financial briefings for AI agents. Trend signals, …
F 25 55 60 0 0 84 69
19015
Br0ski777
Cryptographic hashing — MD5, SHA1, SHA256, SHA512, bcrypt. x402 micropayment.
F 25 55 24 0 0 21 81
19016
ConanMcN
fragments-mcp Claim 1
Design system MCP with 9 tools for component discovery, rendering, and a11y aud…
F 25 53 48 35 0 43 89
19017
Br0ski777
Uniswap V3 pool liquidity depth analysis — price impact at 1/2/5/10% levels. x4…
F 25 55 24 0 0 21 81
19018
Br0ski777
Generate UUIDs v4, v7, ULID, nanoid. Batch support. x402 micropayment.
F 25 55 24 0 0 21 81
19019
Synter-Media-AI
synter-ads Claim 1 2
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
F 25 55 100 55 0 44 78
19020
pydantic
mcp-run-python Claim 1
Run Python code in a secure sandbox via MCP tool calls
F 25 44 50 37 N/A 83 80
19021
Br0ski777
DNS record lookup — A, AAAA, MX, TXT, CNAME, NS via Cloudflare. x402 micropay…
F 25 55 24 0 0 21 81
19022
Canvelete
Canvelete Claim 2 3
Enables programmatic design creation and manipulation on the Canvelete platform…
F 25 44 78 68 54 82
19023
Br0ski777
Generate barcodes — EAN-13, UPC-A, Code128, Code39. Returns SVG. x402 micropa…
F 25 55 24 0 0 21 81
19024
Br0ski777
Convert HTML to clean markdown. Strips scripts and styles. x402 micropayment.
F 25 55 24 0 0 21 81
19025
alkemi-ai
alkemi-mcp Claim 1 2
MCP Server for natural language querying of Snowflake, Google BigQuery, and Dat…
F 25 44 49 10 48 78
19026
Br0ski777
Generate harmonious color palettes — complementary, analogous, triadic. x402 …
F 25 55 24 0 0 21 81
19027
Vovchansky6
Enterprise-grade MCP server with multi-agent system for business AI transformat…
F 25 44 66 42 35 80
19028
smigolsmigol
llmkit Claim 1
AI API cost tracking and budget enforcement across 11 LLM providers. 6 tools fo…
F 25 55 60 40 0 76 69
19029
Br0ski777
Detect language from text via trigram analysis. 30+ languages, script detection…
F 25 55 24 0 0 21 81
19030
Br0ski777
Generate placeholder text — paragraphs, sentences, words. x402 micropayment.
F 25 55 24 0 0 21 81
19031
Br0ski777
JSON syntax validation, JSON Schema checking, structure stats. x402 micropaymen…
F 25 55 24 0 0 21 81
19032
Br0ski777
URL-friendly slugs from text — transliteration, custom separators. x402 micropa…
F 25 55 24 0 0 21 81
19033
Br0ski777
Real-time stock quotes — price, change, volume, market cap. x402 micropayment.
F 25 55 24 0 0 21 81
19034
Br0ski777
Multi-chain gas estimation — ETH, Base, Polygon, Arbitrum, BSC. x402 micropay…
F 25 55 24 0 0 21 81
19035
rixinhahaha
Snip Claim 1
Screenshot and diagram tool for AI agents. Capture and annotate screenshots to …
F 25 44 64 0 N/A 75 76
19036
Br0ski777
Extract text from images using OCR. Tesseract-powered. x402 micropayment.
F 25 55 24 0 0 21 81
19037
Br0ski777
Real-time crypto token prices — price, 24h change, market cap, volume. x402 m…
F 25 55 24 0 0 21 81
19038
Br0ski777
Check wallet eligibility for active crypto airdrops — LayerZero, EigenLayer, Sc…
F 25 55 24 0 0 21 81
19039
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to int…
F 25 44 60 45 21 76
19040
Br0ski777
HTTP header analysis — security headers, cache, server detection. x402 microp…
F 25 55 24 0 0 21 81
19041
Br0ski777
Hyperliquid vault summaries — APR, TVL, PnL, followers, sorted by performance. …
F 25 55 24 0 0 21 81
19042
Br0ski777
Send emails programmatically via Resend. Text and HTML. x402 micropayment.
F 25 55 24 0 0 21 81
19043
agentgateway
agentgateway Claim 1
Next Generation Agentic Proxy for AI Agents and MCP servers
F 25 44 56 45 N/A 81 82
19044
davidf9999
gx-mcp-server Claim 1
Exposes Great Expectations data-quality checks as MCP tools for LLM agents, ena…
F 25 55 60 62 0 74 78
19045
deploystackio
deploystack Claim 1
Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, V…
F 25 55 60 67 0 74 80
19046
Br0ski777
Parse, validate and normalize postal addresses. Detect country, verify format. …
F 25 55 24 0 0 21 81
19047
aarsiv-groups
shipi-mcp-server Claim 1
Shipi MCP server to create shipments, track packages, and compare rates with 18…
F 25 44 48 68 54 80
19048
Br0ski777
Verify claims with web evidence. Returns sources and verdict. x402 micropayment.
F 25 55 24 0 0 21 81
19049
lightningfaucet
lightning-wallet-mcp Claim 1 2
Give AI agents a Bitcoin Lightning wallet with L402/X402 paid API support, oper…
F 25 55 84 66 0 65 81
19050
Br0ski777
Password strength scoring with entropy, crack time estimation, common password …
F 25 55 24 0 0 21 81
Showing 19001–19050 of 67226 servers
« Prev 1 379 380 381 382 383 1345 Next »