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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.v0.1 · early network
Capabilities/code

Code

Software development, review and analysis.

748 records29 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
Norma by Quality CloudsMCP serverMCP
by ai.qualityclouds
Live

Deterministic AI code review, with an audit record. Governance inside the agent loop.

Code Review~84%
https://api.qualityclouds.ai/mcpok 2 h ago
Cerebrium DocsMCP serverMCP
by ai.cerebrium
Live

Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback.

Filesystem~100%Documentation Lookup~100%Code Documentation~58%API Access~51%
https://cerebrium.ai/docs/mcpok 6 h ago
Bring Your AIMCP serverMCP
by ai.bringyour
Live

No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.

Payments~100%Refactoring~54%E-commerce Operations~53%
https://bringyour.ai/mcpok 6 h ago
AIS Gateway — the campus front desk for AIS MCP buildingsMCP serverMCP
by ai.aislabs
Live

Front desk for the AIS MCP campus: lists our buildings (CVE, Flight Recorder), prices, how to pay

Payments~98%Security Review~81%Identity & Access~58%Packages & Dependencies~54%Filesystem~54%
https://api.aislabs.ai/mcpok 6 h ago
AIS CVE Priorities — daily exploit-ranked patch list for AI agentsMCP serverMCP
by ai.aislabs
Live

Daily CVE priorities ranked by real exploitation (KEV+EPSS) for AI agents; free teaser, paid full

Security Review~100%E-commerce Operations~51%
https://api.aislabs.ai/cve/mcpok 6 h ago
BackBond Agent ScanAgentA2A
by BackBond
Live

Vet MCP and AI-agent tool metadata locally before attachment.

OCR~100%Security Review~75%
https://backbond.ai/agent-scanok 3 h ago
Dynamic FeedAgentA2A
by Dynamic Feed
Live

The verifiable live-data agent. Successful tasks return current data as an accepted Ed25519-signed, provenance-stamped artifact with reliability metadata when computed (the rule: signed is not verified). Keyless fair-use. A neutral witness, never the money path.

Security ReviewWeatherNotificationsNews & Feeds~67%Agent Memory~64%
https://dynamicfeed.ai/a2aok 3 h ago
Fine Structure Software BuilderAgentA2A
by Fine Structure
Live

Builds, edits, validates, and publishes complete Fine Structure web applications for an authenticated user.

CI/CD & DeployCode Generation~75%Writing & Editing~66%
https://finestructure.ai/api/a2aok 3 h ago
JoberoAgentA2A
by Jobero
Live

Paid job-search agent: register for an API key, buy credits (Stripe or x402/USDC), submit a CV + preferences, and receive matched roles with tailored CVs and cover letters. Primary transports are MCP (/mcp) and REST (/api/v1); see documentationUrl.

PaymentsDocumentation LookupCode Documentation~58%
https://jobero.aiok 4 h ago
agent-deviceMCP serverMCP
by thymikee
Unknown

Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.

Testing~100%Devices & IoTMonitoring & ObservabilityBrowser AutomationDeep Web Research
npm:agent-device · local package138k/wkpublished 18 d ago
metaharnessMCP serverMCP
by ruvnet
Unknown

MetaHarness — mint a custom AI agent harness from any repo. Browser Studio + `npx metaharness` CLI. Runs on Claude Code, Codex, pi.dev, Hermes, OpenClaw, RVM, Prime Agent.

Agent OrchestrationCode Generation~75%Version Control~64%
npm:metaharness · local package32k/wkpublished 4 d ago
@ironbee-ai/devtoolsMCP serverMCP
by serkan-ozal
Unknown

MCP Server and CLI for IronBee DevTools

Browser AutomationDebugging
npm:@ironbee-ai/devtools · local package12k/wkpublished 8 d ago
@ironbee-ai/cliMCP serverMCP
by serkan-ozal
Unknown

The CLI for IronBee — Verification and Intelligence Layer for Agentic Development

TestingCode Generation~75%Browser Automation~66%
npm:@ironbee-ai/cli · local package10k/wkpublished 4 d ago
patchwork-osMCP serverMCP
by Oolab-labs
Unknown

Your personal AI runtime, local-first. Patchwork OS gives any AI model a consistent set of tools, YAML recipes, a delegation policy with approval queue, and a durable trace memory — all on your machine, all under your policy.

Version ControlDebuggingTerminal & ShellCode Generation~75%
npm:patchwork-os · local package7.1k/wkpublished 26 d ago
storybook-mcp-serverMCP serverMCP
by stefano.amorelli
Unknown

MCP server for Storybook - provides AI assistants access to components, stories, properties and screenshots

Browser AutomationTesting~66%
npm:storybook-mcp-server · local package6.4k/wkpublished 12 mo ago
@postman/postman-mcp-serverMCP serverMCP
by postmanlabs
Unknown

Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, specifications, and environments via Model Context Protocol (MCP)

API Access~68%Testing~66%
npm:@postman/postman-mcp-server · local package6.1k/wkpublished 18 d ago
browser-devtools-mcpMCP serverMCP
by serkan-ozal
Unknown

[DEPRECATED] This package has been renamed. Please use @ironbee-ai/devtools instead.

Browser AutomationDebugging
npm:browser-devtools-mcp · local package5.2k/wkpublished 4 mo ago
trace-mcpMCP serverMCP
by nikolai-vysotskyi
Unknown

Framework-aware code intelligence MCP server — 87 framework integrations, 81 languages, 40–50% fewer tokens on average

Security Review~75%Knowledge Graphs~62%
npm:trace-mcp · local package5.0k/wkpublished 21 h ago
mcp-tenant-isolationMCP serverMCP
by subodhkc
Unknown

Static analysis scanner for MCP server code and multi-tenant SaaS applications. 57 deterministic rules covering tenant isolation, tool visibility, cache key scoping, RLS, IDOR, and credential vault isolation. MCP server for AI agent integration.

Code Review~100%Security ReviewSecurity ScanningVersion Control~64%
npm:mcp-tenant-isolation · local package4.4k/wkpublished 15 d ago
ai-appsecMCP serverMCP
by subodhkc
Unknown

Audit AI applications and agents for security risks before commit, PR, merge, or deployment. Deterministic findings with coverage and evidence receipts.

Security ReviewSecurity Scanning~66%Code Review~64%Prompt Management~64%OCR~60%
npm:ai-appsec · local package4.3k/wkpublished 16 d ago
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Aliases

code, coding, programming, software