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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 records569 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
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
McuBuddyMCP serverMCP
by cunjun
Unknown

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

DebuggingMonitoring & Observability~83%
pypi:mcubuddy · local packagepublished 2 mo ago
Fray — WAF Security Testing MCP ServerMCP serverMCP
by dalisecurity
Unknown

WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, bypass AI

Testing~100%Security ScanningSecurity ReviewCloud Platforms
pypi:fray · local packagepublished 6 mo ago
context-foundryMCP serverMCP
by context-foundry
Unknown

Recursive Claude spawning for autonomous project builds with self-healing test loops

Code Generation~75%
pypi:context-foundry · local packagepublished 9 mo ago
SugarMCP serverMCP
by cdnsteve
Unknown

Autonomous AI development system with persistent task queue and background execution

Agent MemoryCode Generation~75%
pypi:sugarai · local packagepublished 2 mo ago
Over-Reach DetectorMCP serverMCP
by choreoatlas
Unknown

Detect when AI code changes exceed declared task scope (MCP server).

Code Review~100%
pypi:over-reach-detector · local packagepublished 4 mo ago
Argus Testing — Autonomous QA MCPMCP serverMCP
by chriswu727
Unknown

Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.

TestingBrowser Automation
pypi:argus-testing · local packagepublished 2 mo ago
aicoreutilsMCP serverMCP
by caseSHY
Unknown

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

Code Execution
pypi:aicoreutils · local packagepublished 4 mo ago
agentic-computeMCP serverMCP
by codelad1304
Unknown

Secure Python sandbox for data optimization and Matplotlib rendering via x402 microtransactions.

Code ExecutionPaymentsMarkets & Trading
pypi:agentic-compute-mcp-codelad1304 · local packagepublished 24 d ago
AfterpathsMCP serverMCP
by burnssa
Unknown

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

Code Generation~100%
pypi:afterpaths · local packagepublished 4 mo ago
Workflow GeneratorMCP serverMCP
by askuma
Unknown

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

Security Review~75%
pypi:workflow-generator-mcp · local packagepublished 2 mo ago
Python Docs MCP ServerMCP serverMCP
by ayhammouda
Unknown

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Code DocumentationDocumentation Lookup~67%
pypi:python-docs-mcp-server · local packagepublished 2 mo ago
noisefloor — is this number real?MCP serverMCP
by beepboop2025
Unknown

Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.

Monitoring & ObservabilityTesting~66%
pypi:noisefloor · local packagepublished 1 mo ago
migratorxpress-mcpMCP serverMCP
by arpe-io
Unknown

MCP server for MigratorXpress — cross-platform database migration with parallel transfer

RefactoringDatabases
pypi:migratorxpress-mcp · local packagepublished 6 mo ago
MCP Blast-Radius AuditorMCP serverMCP
by aos-standard
Unknown

Static blast-radius audit for MCP servers before agent install. Manifest optional.

Security Review~75%CI/CD & Deploy~56%
pypi:mcp-blast-radius · local packagepublished 14 d ago
hotatoMCP serverMCP
by attenlabs
Unknown

Open-source, self-hosted conversation QA for voice agents. MIT.

Testing~100%Monitoring & ObservabilitySMS & VoiceEvaluation & BenchmarksCI/CD & Deploy
pypi:hotato · local packagepublished 1 mo ago
Generate Tech StackMCP serverMCP
by askuma
Unknown

Visual tech-stack inventory of any codebase: languages, frameworks, databases, AI SDKs, infra.

E-commerce OperationsPackages & DependenciesSecurity Review~75%
pypi:generate-tech-stack-mcp · local packagepublished 1 mo ago
Codex Control Plane MCPMCP serverMCP
by aresyn
Unknown

Durable MCP control plane for long-running Codex Desktop tasks.

Agent OrchestrationCode Generation~75%
pypi:codex-control-plane-mcp · local packagepublished 3 mo ago
BumpGuardMCP serverMCP
by appcreationsca
Unknown

Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).

Packages & DependenciesSecurity Review~75%
pypi:bumpguard-mcp · local packagepublished 3 mo ago
Bawbel ScannerMCP serverMCP
by bawbel
Unknown

Security scanner for MCP servers and skill files. Detects AVE vulnerabilities before production.

Security ReviewSecurity Scanning~100%CI/CD & Deploy~75%Version Control~64%Prompt Management~64%
pypi:bawbel-scanner · local packagepublished 2 mo ago
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Aliases

code, coding, programming, software