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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 records572 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
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
Eleion ScannerMCP serverMCP
by hernaninverso
Unknown

Register/verify your domains, queue security scans, and read findings (CVE, severity).

Security Review~81%Security Scanning~73%
npm:eleion-scanner-mcp · local package
Quickshell MCPMCP serverMCP
by franklinnolasco7
Unknown

Source-grounded Quickshell, QML, and Qt documentation, examples, and real-world implementations.

Code Documentation
pypi:quickshell-mcp · local packagepublished 9 d ago
LLM PreflightMCP serverMCP
by feronovak
Unknown

Local, cross-provider preflight checks for LLM integration changes.

Testing~66%
pypi:llm-preflight · local packagepublished 8 d ago
gencodedocMCP serverMCP
by fkom13
Unknown

Versioning de code et génération de documentation intelligents. Supporte CLI, API REST, et MCP.

Code Documentation
pypi:gencodedoc · local packagepublished 10 mo ago
datadifferMCP serverMCP
by gauthierpiarrette
Unknown

Read-only table diffs with segment attribution: which slice of your data changed.

DatabasesTesting
pypi:datadiffer · local packagepublished 1 mo ago
flyto-indexerMCP serverMCP
by ChesterHsu
Unknown

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

Knowledge Graphs~100%Code Generation~75%
pypi:flyto-indexer · local packagepublished 1 mo ago
e2e-runnerMCP serverMCP
by fastslack
Unknown

JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.

Testing~100%
npm:@matware/e2e-runner · local package
vardogerMCP serverMCP
by dstrupl
Unknown

Personalize AI coding assistants by analyzing local conversation history. Runs on your machine.

Code Generation~100%
pypi:vardoger · local packagepublished 2 mo ago
skylosMCP serverMCP
by duriantaco
Unknown

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

Code Review~100%Security ReviewVersion Control~100%CI/CD & DeploySecurity Scanning~100%
pypi:skylos · local packagepublished 13 d ago
misterdevMCP serverMCP
by dcondrey
Unknown

Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.

Agent OrchestrationCode Generation~75%
pypi:misterdev · local packagepublished 1 mo ago
leakguard-mcpMCP serverMCP
by doazvjettu
Unknown

Static analyzer flagging lookahead bias & data leakage in ML/trading code before backtest.

Security Review~75%
pypi:leakguard-mcp · local packagepublished 3 mo ago
Curate-IpsumMCP serverMCP
by egoughnour
Unknown

Code synthesis through belief revision, mutation testing, and verification

Testing~100%Deep Web Research
pypi:curate-ipsum · local packagepublished 7 mo ago
codereviewbuddyMCP serverMCP
by detailobsessed
Unknown

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

Code Review~100%Version Control
pypi:codereviewbuddy · local packagepublished 5 mo ago
dingdawg-code-reviewMCP serverMCP
by dingdawg
Unknown

AI code review — security, quality, performance. Learns your patterns. Receipted.

Code Review~100%
npm:dingdawg-code-review · local package
mcp-git-enhancedMCP serverMCP
by davidweb3-ctrl
Unknown

Enhanced Git MCP Server - Code review, commit analysis, and branch management

Version Control~100%Code Review~84%
npm:@davidweb3-ctrl/mcp-git-enhanced · local package
Dee Music MCPMCP serverMCP
by dee.dwland.ai
Unknown

Generate mood-modulating music for AI agents via MCP. Auto-registration, no token needed.

Music & AudioCode Generation
no endpoint declared
PySide6 MCPMCP serverMCP
by com55
Unknown

Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs.

Debugging
pypi:pyside6-mcp · local packagepublished 3 d ago
pmq (Polymarket CLOB V2)MCP serverMCP
by crp4222
Unknown

Production-proven Polymarket CLOB V2 trading and data. Fail-closed fills; keys stay local.

Markets & TradingCode ExecutionPayments~64%
pypi:pmquant · local packagepublished 2 mo ago
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Aliases

code, coding, programming, software