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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/code

Code

Software development, review and analysis.

5.9k records1483 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
ClaspineMCP serverMCP
by com.claspine
Live

Claspine docs, API reference and code checks for AI agents: guides, recipes, errors, upgrades.

Documentation Lookup~100%SEO~53%Contracts & Legal~53%Reasoning & Planning~53%Code Execution~51%
https://api.claspine.com/mcp1.3k/wkpublished 4 d agook 2 h ago
SvGridMCP serverMCP
by com.svgrid
Live

Checks AI-written SvGrid code against the real API, plus version-pinned Svelte 5 grid docs.

Code GenerationDocumentation Lookup~91%Code Documentation~58%Scheduling & Cron~54%Browser Automation~53%
https://mcp.svgrid.com/mcp1.3k/wkpublished 3 d agook 8 h ago
mcpMCP serverMCP
by ai.tuteliq
Live

Detect grooming, bullying, fraud, and 16+ online threats across text, voice, image, and video.

TranslationSecurity Review~75%Identity & Access~68%
https://api.tuteliq.ai/mcp1.2k/wkpublished 15 d agook 4 h ago
Fairquery Agent Trust & Data SafetyMCP serverMCPverified owner
by com.getfairquery
Live

PII/secret redaction, email checks, sanctions screening, OSV lookups and an MCP server pre-check.

Security ReviewDatabases~100%Packages & Dependencies~100%Email~100%Secrets Management
https://mcp.getfairquery.com/mcp1.2k/wkpublished 11 d agook 38 min ago
code-auditor-mcpMCP serverMCP
by BenAHammond
Live

Enforces architectural invariants and code quality rules inside your AI agent's edit loop.

Security Review~75%
https://www.codeauditormcp.com/api/mcp1.2k/wkpublished 11 d agook 7 h ago
Apiguru Amazon DataMCP serverMCP
by app.apiguru
Live

Live Amazon product, review, search, deal, offer/stock and seller data across 23 marketplaces.

E-commerce OperationsWeb ScrapingCode Review~89%
https://mcp.apiguru.app/mcp1.0k/wkpublished 5 d agook 6 h ago
PropLine — Sports Betting Odds & Prop ResolutionMCP serverMCP
by proplineapi
Live

Live odds, cross-book +EV and graded player-prop results across 37 books. Hosted endpoint included.

Notifications~98%Debugging~54%Documentation Lookup~54%Writing & Editing~51%Pricing & Quotes~51%
https://mcp.prop-line.com/mcp1.0k/wkpublished 8 d agook 8 h ago
Design LoungeMCP serverMCP
by SusanAcharya
Live

A UI design library and skill for agents, with a page review for AI giveaways, SEO, AEO, and GEO.

SEO3D & DesignCode Review~89%Web Search~58%Maps & Places~55%
https://www.designlounge.live/api/mcp983/wkpublished 3 d agook 7 h ago
Nifra docsMCP serverMCP
by nifrajs
Live

Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.

Documentation Lookup~100%Code Documentation~58%CI/CD & Deploy~55%Cloud Platforms~55%
https://mcp.nifra.dev970/wkpublished 2 d agook 9 h ago
App Store + Google Play DataMCP serverMCP
by TheValkDokk
Live

Live App Store and Google Play data: app details, reviews, search, top charts for 175+ storefronts.

E-commerce Operations~100%Code Review~89%Reporting & Dashboards~86%Desktop Control~57%Monitoring & Observability~55%
https://appstore-mcp-623314400722.us-central1.run.app/mcp942/wkpublished 13 d agook 4 h ago
Canli ValidationMCP serverMCP
by arhancanli
Live

Deflated Sharpe and PBO checks. A verdict is not admission to anything and is not a forecast.

Markets & TradingWriting & Editing~54%Evaluation & Benchmarks~54%CI/CD & Deploy~53%CRM & Sales~53%
https://canlicapital.com/mcp907/wkpublished 3 d agook 6 h ago
GlitchlessMCP serverMCP
by glitchless-gg
Live

Coding agents can build a game. They can't see anyone play it. Glitchless lets them.

Code Generation~100%Monitoring & ObservabilityReporting & DashboardsDebugging~69%
https://api.glitchless.gg/mcp890/wkpublished 2 d agook 7 h ago
lazarettoMCP serverMCPverified owner
by jamesdfinance-dev
Live

Checks npm packages, lockfiles, agent skills and MCP servers for malware before you install them. Free lockfile check and known-bad lookup; full behavioral scans with file-and-line evidence.

Security ReviewSecurity ScanningEvaluation & BenchmarksPackages & DependenciesBrowser Automation~100%
https://lazaretto.dev/mcp825/wkpublished 2 d agook 38 min ago
Moretes Architect MCPMCP serverMCP
by fernando-moretes
Live

Evidence-first architecture workbench: 48 deterministic tools, 10 architect personas, any cloud

Code Review~100%Contracts & Legal~100%Version Control~100%Cloud PlatformsSecurity Scanning~100%
https://m9od37vm41.execute-api.us-east-1.amazonaws.com/mcp778/wkpublished 10 d agook 2 h ago
TestChimpMCP serverMCP
by io.testchimp
Live

QA platform for agents: coverage signals, in-repo test plans, verified tests and release governance.

TestingBrowser AutomationCode Generation~75%
https://mcp.testchimp.io/mcp752/wkpublished 3 d agook 7 h ago
Emailens MCPMCP serverMCPverified owner
by emailens
Live

Analyze, audit, fix and diff HTML, MJML, Maizzle and React Email across 21 email clients.

EmailTestingMarketingCode ReviewDebugging
https://emailens.dev/api/mcp732/wkpublished 8 d agook 39 min ago
GEML is a lightweight markup language with uniform, addressable blocks and standard verbs.MCP serverMCPverified owner
by geml-spec
Live

GEML is a lightweight markup language with uniform, addressable blocks and standard verbs. Easy for humans to read, safe for agents to mutate.

TranslationCode DocumentationVideo EditingMusic & AudioData Extraction
https://geml-mcp.supermarket.workers.dev/mcp718/wkpublished 10 d agook 38 min ago
Qut Pay (Kaspi QR payments)MCP serverMCP
by kz.qut
Live

Kaspi QR payments (Kazakhstan) via Qut Pay: create invoices, check status, refund, sandbox tests.

Invoice Processing~100%PaymentsCode Execution~91%Scheduling & Cron~54%Notifications~51%
https://api.qut.kz/mcp680/wkpublished 11 d agook 6 h ago
ZamboMCP serverMCP
by zambodotdev
Live

Give your AI hands. One URL. Type a job. Get a receipt.

Version Control~100%Payments~100%Agent Memory~99%Security Review~58%OCR~58%
https://zambo.dev/api/mcp658/wkpublished 23 h agook 3 h ago
mcpMCP serverMCP
by CryptoAPIs-io
Live

Combined Crypto APIs MCP server — all 14 products in one process

Markets & TradingE-commerce Operations~94%Code Documentation~58%Banking~58%Documentation Lookup~54%
https://ai.cryptoapis.io/mcp657/wkpublished 1 mo agook 36 min ago
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code, coding, programming, software