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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.

2.3k records571 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
AWT (AI Watch Tester)MCP serverMCP
by ksgisang
Unknown

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

TestingBrowser Automation
pypi:aat-devqa · local packagepublished 5 mo ago
katatan-TESTMCP serverMCP
by katatan-org
Unknown

KATATAN E2E testing agent set — Playwright + KATATAN MCP integration

Testing~76%
npm:@katatan/agents · local package
Contract Risk ReviewMCP serverMCP
by justingyang218
Unknown

Chinese labor & service contract risk assessment with 25 categories and local law differences.

Contracts & Legal~100%Code Review~71%
no endpoint declared
securecodeMCP serverMCP
by juanisidoro
Unknown

Secrets vault for Claude Code with audit logs, access rules, and AES-256 encryption.

Security Review~81%Secrets Management~78%
npm:@securecode/mcp-server · local package
Vivory Verification GatewayMCP serverMCP
by jayjodev
Unknown

98 MCP tools for verifiable AI: citations, law, KYB, peer review, forecast, media provenance.

Code Review~100%WeatherPackages & Dependencies
pypi:vivory-mcp-verification · local packagepublished 3 mo ago
janus-kinematic-driveMCP serverMCP
by janus-ubos-republic
Unknown

Janus concierge: ask about, price, check, and request a private Kinematic Drive over MCP.

Agent MemoryCode Generation~75%
pypi:ubos-janus-mcp · local packagepublished 26 d ago
mcp-skill-serverMCP serverMCP
by jcc-ne
Unknown

An MCP server that mounts your skill directory and add deterministic entry for deployment

Testing
pypi:mcp-skill-server · local packagepublished 7 mo ago
DefectDojoMCP serverMCP
by inspicere
Unknown

MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwarding

Security Review~75%
pypi:mcp-defectdojo · local packagepublished 3 mo ago
VetoMCP serverMCP
by jigyasudham
Unknown

93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.

Code Generation~75%
npm:@jigyasudham/veto · local package
Code Review AnalystMCP serverMCP
by j0hanz
Unknown

Gemini-powered MCP server for code review analysis.

Code Review~100%
npm:@j0hanz/code-review-analyst-mcp · local package
Exec SandboxMCP serverMCP
by inhuman
Unknown

Single exec tool running caller Python in a network-isolated locked-down sandbox.

Code Execution~100%
oci:docker.io/idconstruct/mcp-exec:v0.5.4 · local package
cowork-qaMCP serverMCP
by inSideos-designs
Unknown

Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots.

Browser Automation~84%Testing~63%
npm:cowork-qa-mcp · local package
VahtianMCP serverMCP
by heidihelena
Unknown

Freeze a corpus, check it for drift, keep a hash-chained audit ledger. Local-first, stdlib-only.

Deep Web ResearchCode Review
pypi:vahtian · local packagepublished 1 mo ago
sheetspecMCP serverMCP
by helloo1568
Unknown

Contract testing and quality gates for spreadsheets created by AI agents.

Testing~100%Contracts & Legal~100%Spreadsheets
pypi:sheetspec · local packagepublished 2 mo ago
Sandbox Env MCPMCP serverMCP
by hs3434
Unknown

Persistent Docker/SSH sandbox for AI agents: shell exec, file ops, audit log.

Code Execution~100%
pypi:sandbox-env-mcp · local packagepublished 1 mo ago
redlineMCP serverMCP
by gowtham0992
Unknown

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Prompt ManagementEvaluation & BenchmarksTesting~66%
pypi:redline-ai · local packagepublished 2 mo ago
qai-consultant-mcpMCP serverMCP
by gvasile29
Unknown

Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.

Testing
pypi:qai-consultant-mcp · local packagepublished 8 d ago
evalview-mcpMCP serverMCP
by hidai25
Unknown

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

TestingCI/CD & Deploy~100%Model AccessAgent OrchestrationEvaluation & Benchmarks
pypi:evalview · local packagepublished 1 mo ago
archyMCP serverMCP
by hslee16
Unknown

Architectural sensor for Python codebases.

Security Review~75%Knowledge Graphs~62%
pypi:archy · local packagepublished 3 d ago
Batch ReviewMCP serverMCP
by hevangel
Unknown

Git diff and markdown review with a web UI plus MCP stdio for AI agents.

Code Review~100%
no endpoint declared
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Aliases

code, coding, programming, software