Developer Tools MCP Servers

44 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

Hash-verified file editing MCP server with token efficiency hook for AI coding agents.

Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.

Deterministic layered code graph MCP server with framework overlays and SCIP interop.

Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.

Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

Official MCP server for Anytype API - your encrypted, local and collaborative wiki.

Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL, Blender script.

Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.

Up-to-date Docs for AI Agents.

Runtime-level MCP server for Rails development: run code, read logs, query the DB, read docs.

Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.

Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

MCP server for accessing Strava API

MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents

Local structured analysis of deployed EVM runtime bytecode

AI tools related to Abell. Currently includes MCP of Abell

MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs

Context Assurance for AI agents: context engineering, AI cost optimization, verification.

MCP server for monday.com integration.