MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18951
Br0ski777
Real-time crypto token prices — price, 24h change, market cap, volume. x402 m…
F 25 55 24 0 0 21 81
18952
Michael98671
Wuying AgentBay Claim 1
Provides AI agents with cloud-based execution environments through Alibaba Clou…
F 25 44 78 65 45 74
18953
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
18954
superfaceai
Superface MCP Server Claim 1
Provides access to various AI tools through Model Context Protocol, allowing Cl…
F 25 44 90 67 48 78
18955
norman-finance
Norman MCP Server Claim 1
AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the Eur…
F 25 55 54 10 0 74 68
18956
Br0ski777
Classify text into categories with confidence, readability, content type. x402.
F 25 55 24 0 0 21 81
18957
Br0ski777
Parse user agents — browser, OS, device, bot detection. x402 micropayment.
F 25 55 24 0 0 21 81
18958
PA-LuffyYu
SMCPHUB Server Claim 1
A client library for connecting to and interacting with MCP servers hosted on s…
F 25 44 80 67 N/A 42 71
18959
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
18960
1Panel-dev
MaxKB Claim 1
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的…
F 25 53 60 57 0 82 90
18961
Br0ski777
Check wallet eligibility for active crypto airdrops — LayerZero, EigenLayer, Sc…
F 25 55 24 0 0 21 81
18962
Br0ski777
Shorten URLs with hash-based codes or custom aliases. x402 micropayment.
F 25 55 24 0 0 21 81
18963
Br0ski777
SSL certificate check — validity, expiry, issuer, chain, grade. x402 micropay…
F 25 55 24 0 0 21 81
18964
araujota
ArcAgent MCP Claim 1
ArcAgent MCP server for bounty discovery, workspace execution, and verified cod…
F 25 55 60 67 0 39 70
18965
wassengerhq
Enables AI assistants to send messages, analyze conversations, manage chats and…
F 25 55 64 67 0 43 80
18966
OpenAgentPlatform
Dive Claim 1
Dive is an open-source MCP Host Desktop Application that seamlessly integrates …
F 25 55 50 40 0 89 77
18967
Br0ski777
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
F 25 55 24 0 0 21 81
18968
Br0ski777
Token holder distribution — top holders, whale count, concentration score. x402.
F 25 55 24 0 0 21 81
18969
usecortex-official
Provides persistent memory for AI coding agents, enabling them to read and writ…
F 25 44 60 0 62 69
18970
Br0ski777
Real-time stock quotes — price, change, volume, market cap. x402 micropayment.
F 25 55 24 0 0 21 81
18971
nordsym
APIClaw Claim 1 2
The API layer for AI agents. World's biggest API index with 22,000+ APIs and gr…
F 25 44 60 40 44 76
18972
Br0ski777
JSON syntax validation, JSON Schema checking, structure stats. x402 micropaymen…
F 25 55 24 0 0 21 81
18973
ag2-mcp-servers
Data Labeling MCP Server Claim 1 2
An MCP Server that enables interaction with Google's Data Labeling API, allowin…
F 25 44 45 40 21 84
18974
Br0ski777
Multi-source research report generator with web fetching. x402 micropayment.
F 25 55 24 0 0 21 81
18975
Br0ski777
Uniswap V3 pool liquidity depth analysis — price impact at 1/2/5/10% levels. x4…
F 25 55 24 0 0 21 81
18976
ibuildthecloud
test Claim 1
F 25 55 18 10 0 18 81
18977
Br0ski777
AI image generation from text prompts via Gemini. x402 micropayment.
F 25 55 24 0 0 21 81
18978
Br0ski777
Convert HTML to clean markdown. Strips scripts and styles. x402 micropayment.
F 25 55 24 0 0 21 81
18979
last9
last9-mcp-server Claim 2
Seamlessly bring real-time production context—logs, metrics, and traces—into yo…
F 25 44 48 38 N/A 75 80
18980
Br0ski777
Generate UUIDs v4, v7, ULID, nanoid. Batch support. x402 micropayment.
F 25 55 24 0 0 21 81
18981
MAXIAWORLD
MAXIA Claim 1
MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agen…
F 25 44 60 0 22 76
18982
Jing-yilin
LinkedIn MCP Server Claim 1
Provides comprehensive access to LinkedIn data through HarvestAPI, enabling pro…
F 25 55 78 67 0 56 76
18983
Br0ski777
Parse, validate and normalize postal addresses. Detect country, verify format. …
F 25 55 24 0 0 21 81
18984
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
18985
Vexa-ai
Vexa Claim 1
Open-source meeting bot API with MCP server. Search, retrieve, and analyze meet…
F 25 55 54 28 0 71 77
18986
Vovchansky6
Enterprise-grade MCP server with multi-agent system for business AI transformat…
F 25 44 66 42 35 80
18987
longevity-genie
biothings-mcp Claim 1
MCP server to interact with the BioThings API, including genes, genetic variant…
F 25 44 68 58 50 82
18988
Br0ski777
Track large on-chain whale transactions on Ethereum and Base. x402 micropayment.
F 25 55 24 0 0 21 81
18989
Br0ski777
Test webhook endpoints — send requests, measure latency, validate responses. …
F 25 55 24 0 0 21 81
18990
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
18991
Br0ski777
Convert markdown to clean HTML with headings, lists, code blocks. x402 micropay…
F 25 55 24 0 0 21 81
18992
pitwch
mcp-server Claim 1
MCP Server für Forterro Proffix Px5 ERP
F 25 55 54 0 0 61 77
18993
xiaobenyang-com
bazi Claim 2
Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data …
F 25 44 72 62 N/A 50 74
18994
Br0ski777
Generate harmonious color palettes — complementary, analogous, triadic. x402 …
F 25 55 24 0 0 21 81
18995
dortegau
MCP Proxy Sidecar Claim 1
A modified JetBrains MCP Server that adds WebSocket monitoring capabilities, al…
F 25 44 64 83 N/A 54 90
18996
Br0ski777
Compare two texts line-by-line — additions, deletions, unchanged. x402 microp…
F 25 55 24 0 0 21 81
18997
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
18998
Br0ski777
Cryptographic hashing — MD5, SHA1, SHA256, SHA512, bcrypt. x402 micropayment.
F 25 55 24 0 0 21 81
18999
Br0ski777
Send emails programmatically via Resend. Text and HTML. x402 micropayment.
F 25 55 24 0 0 21 81
19000
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
Showing 18951–19000 of 59221 servers
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