Log Detective MCP
Local installMCP server providing log snippet and Python traceback extraction tools.
2,961 servers in Developer Tools
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).
Turn a legacy SOAP/WSDL, database, or REST API into a safe, typed, audit-logged MCP server
Find, plan, and install Wensity UI React components and blocks into your project.
Static dataflow analysis, program slicing, linting, and dependency extraction for R code.
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations, manage tasks.
MCP server for code structure analysis using tree-sitter.
Comments pinned on a website, as a queue your coding agent takes, fixes and resolves.
MCP server for terminal commands, file operations, and process management
Before an agent tags a release: does that version label already name different code in the git tags?
Files, Git, allowlisted dev commands, processes and localhost inside folders you choose.
A deterministic A-F grade for a repo without running it, plus a verify loop: plan, fix, diff.
Turn your team's rules into checks your AI agent can't skip. Deterministic, no AI inside.
Is this dependency still maintained? Scores npm, PyPI packages and GitHub repos 0-100.
Watches your local projects and sites read-only and names what would be lost.
Offline MCP server for navigating the OASIS MQTT 3.1.1 and 5.0 specifications
Offline docs-as-code for any backend and frontend: a MkDocs site in your repo, by your AI agent.
Turn bug screen recordings into chronological context for AI agents: frames, OCR, logcat, voice.
Terminal output, project snapshots and semantic diffs as LLM-ready context
Read-only Exeris context for AI agents: ADRs, SDK contract, build output, kernel diagnostics.
Maintain your own Android devices and TV boxes over ADB with dry runs, guards and rollback
Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.
MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.
Check, translate and fix app localization files: ARB, iOS strings, Android XML, i18next JSON.
Delegate small coding tasks to local Ollama/llama.cpp models; patches gated by real test runs.
Read local work context and published Sage command knowledge over MCP.
Code graph for coding agents: symbol search, callers, blast radius and cross-service impact.