Martin Loop
Local installio.github.Keesan12/martin-loop
One system around coding agents to run, verify, recover, and hand off software work.
5,075 servers in Developer Tools
One system around coding agents to run, verify, recover, and hand off software work.
Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.
Check your Google Play closed test on Doply: progress, devices, crashes, screenshots.
Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.
Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.
Find and fix reliability and safety gaps in agent code, across nine agent SDKs.
Inspect-only HTTP 402 surface classifier. Keyless, no wallet, no signing, no payments.
Local-first Android development MCP: Gradle, adb, logcat, lint, crash triage, Perfetto, visuals.
Governed access to private code for coding agents: policy, redaction, audit chain, provenance.
Read-only MCP server over Verdict QA state: verdicts, findings, flaky quarantine, history.
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions
9 local Python protection tools, delivery checks and traceback reverse mapping. No telemetry.
Analyze C# complexity, inspect member evidence, and compare deterministic snapshots.
Build, flash, monitor, and test ESP-IDF projects on real hardware.
Read and manage development annotations from a local GPUI app.
Drive the Bambu Lab CyberBrick desktop app: connect devices, edit firmware config, flash.
Check how long ago a package version was published before an agent adds it, in 20 ecosystems.
Unofficial USWDS MCP: official markup, class-aware validator, and page composer for AI tools.
Search 3,323 graded AI prompts for software builders; fetch any prompt by slug. No key needed.
Search 20k+ live, probed x402 pay-per-call endpoints and route to the best-scored one.
Deterministic local project map, search and file reader for AI agents.
Independent verifier for AI agents: checks agent claims and doc promises against the code.
End-to-end encrypted relay that lets AI coding sessions on different machines message each other.
Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.
Jira Cloud delivery layer: ticket briefs, acceptance-criteria checks before the PR, QA handoff.
Inspect and verify Windows x64 desktop apps through a local, read-only-by-default MCP server.
40x fewer tokens while reading the RFC corpus and flag obsoleted specs.
Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.
Check how long ago a package version was published before an agent adds it, in 20 ecosystems.
A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB