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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.

797 records56 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
Orq.ai DocumentationAgentA2A
by Orq.ai Documentation
Live

No description declared by any source.

Code Documentation~83%
https://docs.orq.aiok 17 min ago
CLIRankAgentA2A
by CLIRank
Live

API directory scored for CLI and AI agent use. Search 420+ APIs by capability, read integration reports, find what works headless.

Code DocumentationEvaluation & Benchmarks
https://clirank.devok 17 min ago
Human For AIAgentA2A
by Human For AI
Live

A human endpoint for AI agents. Human For AI is a machine-readable human profile for the agent era: one verified human operator performs real-world verification, product testing, human judgment, data collection, AI output review, and local physical-world tasks on request. Free during the proof-of-c…

Code ReviewTestingPrompt ManagementEvaluation & BenchmarksTasks & To-do~86%
https://humanforai.devok 17 min ago
John 1:1 — Scripture connection corpusAgentA2A
Live

A Bible reader and connection graph. Offers bounded, evidence-bearing tasks for agents whose operators have authorized participation.

Knowledge GraphsCode Review
https://john11.appok 17 min ago
governance-platformMCP serverMCP
by ai.geodesiclabs
Live

Pre-execution governance for AI agents. Deterministic PASS/FAIL/REVIEW verdicts, replayable proof.

Invoice Processing~100%Contracts & Legal~100%Code Review~89%Data Extraction~58%Agent Orchestration~57%
https://app.geodesiclabs.ai/mcpok 5 h ago
DarkFunnels documentationMCP serverMCP
by ai.darkfunnels
Live

Search and read the DarkFunnels docs: WhatsApp AI sales agents connected by QR, no Meta Cloud API.

Code Documentation~100%Filesystem~100%Documentation Lookup~100%API Access~51%
https://mcp.darkfunnels.ai/mcp?features=allok 5 h ago
RFP.ai MCPAgentA2AMCP
by ai.rfp
Live

Draft cited RFP and security questionnaire answers from your knowledge base, with human review. 18 read + write MCP tools with scoped tokens and audit logging.

Code ReviewAcademic Research
https://rfp.ai/api/mcpok 2 h ago
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
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code, coding, programming, software