Complexity Analysis
Local installAnalyze C# complexity, inspect member evidence, and compare deterministic snapshots.
2,957 servers in Developer Tools
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.
Hand tasks from Claude Code, Codex or any MCP client to a local DeepSeek Harness.
Drive the Bambu Lab CyberBrick desktop app: connect devices, edit firmware config, flash.
Rank a GitHub repo's dependents by stars or trust heuristic, and search their code
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 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.
Find retiring LLM calls in code and test the replacement model on real traffic before switching.
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.
Work-queue kernel for AI coding agents: dependencies, worktree isolation, quality gates, recovery
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
Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise
Structured JSON wrappers for git, kubectl, terraform, helm, argocd, gh, glab and other CLIs.
Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.
Analyze Java heap dumps locally with Eclipse MAT, including live JVM capture.
MCP server providing log snippet and Python traceback extraction tools.
Code graph for AI agents: impact, call tracing in Python, TypeScript, Go; opt-in JSON and YAML keys
File cache for coding agents: re-reads cost ~40 tokens, changed files return diffs.
Record how any CLI behaves and check that a rewrite behaves the same (golden tests).