MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39851
craigmbrown
BlindOracle Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
39852
JoursBleu
Discover and call x402 paid services — search by intent, filter by price/chain.
39853
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
39854
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
81
39855
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
39856
kcofoni
MCP server for managing Duplicati backups from an LLM.
39857
M0Rf30
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
N/A N/A
39858
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
39859
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
39860
spuentesp
lain Claim
High-performance knowledge graph MCP server for AI coding agents with semantic …
N/A N/A
39861
lukisch
17 tools for code analysis, JSON repair, encoding fix, format conversion, diff,…
N/A N/A 95
39862
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
39863
pipeworx-io
Football-Data.org MCP — soccer competitions, matches, standings
39864
Glade-tool
glade-mcp Claim
Connect any MCP-compatible AI client (Claude Code, Cursor, Windsurf) to your Un…
N/A N/A
39865
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
39866
condens
Remote MCP server for connecting to your Condens UX repository.
39867
arkapatra31
MCP server enabling real-time weather queries via Tavily API and internet usage…
39868
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
39869 N/A N/A 95
39870
davidmosiah
Unofficial Eight Sleep MCP server: read sleep trends, temperature, alarms; gate…
N/A N/A
39871
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
39872
robert19001-cmyk
mcp-lint Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
N/A N/A
39873
lindoai
mcp-lindoai Claim
MCP (Model Context Protocol) server for Lindo AI — create websites, pages, and …
39874
clauxel
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
39875
tenderly
Tenderly Claim
Simulate, debug, and trace smart contract transactions on 100+ EVM networks. Cr…
81
39876 N/A N/A 95
39877
jr551
zai Claim
N/A N/A 95
39878
axel-belfort
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
81
39879
ezesc
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
N/A N/A 95
39880
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
N/A N/A 95
39881
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
39882
adspirer
Adspirer Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
N/A N/A 95
39883
Sidsaladi9
getprompts Claim
Search 1,000+ battle-tested AI prompts from getprompts.org into Claude Code, Cu…
N/A N/A
39884
michaelagustin
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
39885
cyanheads
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
N/A N/A
39886
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
39887
racy
r324 Claim
N/A N/A 95
39888
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
81
39889
SAIHM-Admin
saihm-mcp Claim
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure.…
N/A N/A
39890
michaelshowes
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
81
39891
muslus
gwas-mcp Claim
Provides AI-powered access to major biological databases for GWAS and bioinform…
39892
kingcos
fanfou-mcp Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
39893
douglac
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
39894
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
N/A N/A 95
39895
brandon-lane-xyz
Google Tasks MCP Server is a local MCP server that provides AI agents with full…
N/A N/A
39896
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
N/A N/A 81
39897
AnCode666
ine-esp-mcp Claim
N/A N/A 95
39898
Terahertz-Inc
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
39899
evidai
xstocks Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
N/A N/A
39900
MCP server for orchestrating Node.js development servers (backend, frontend, da…
N/A N/A 81
Showing 39851–39900 of 40420 servers
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