Developer Tools MCP servers
MCP servers that give AI agents hands on your codebase: Git, GitHub, CI, testing, terminals, and SDKs.
ai-architect-mcp-codebase
Codebase intelligence MCP — index any repo into a property graph; 26 tools for agents.
Claudexor
Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
KSail
SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
PushEngage
Send push notifications, build audiences, and view campaign analytics from PushEngage.
remem-mcp — Local-first MCP Memory + CodeGraph + Wiki
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
repoctx
Local-first code context, impact analysis, and merge-readiness verdicts for AI agents.
touchstone
Verifiable text/code/measurement tools for agents, each reproducing a named authority.
CodeCortex Context Engine
Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.
ctxlint
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase
Engram
Git-backed markdown memory for AI agents; search hides superseded and archived notes.
gograph
Local Go repository call graphs and structural analysis for coding agents over stdio.
hn-tech-signal-mcp
MCP server for tech & AI signal intelligence: HackerNews, arXiv, Lobste.rs and GitHub
llmgraph
Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.
MailFlat
Real email inboxes for AI agents: open an address, read the one-time code, send mail.
Marrow
Shared memory for parallel AI coding agents. Local, free, with rooms and file claims.
mcp-server
Remote-control Claude Code, plus PandaNote notes, AI model configs & scheduled tasks.
omp-worker-mcp
Delegate complete coding tasks to the local OMP default model and inspect the result.
Ratary Memory MCP
Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.
redline
Run local prompt regression checks from prompt-response logs in AI coding assistants.
Sites by Clize
Ship a real marketing site from your coding agent: domain, HTTPS and a working inbox.
agentfenster
Windows GUI automation on a hidden second desktop, driven from Claude Code over MCP.
alto-connector
Build an interactive timeline from your own materials — never from invented content.
Apprise RMCP
Apprise notifications over MCP and CLI with authenticated stdio and HTTP transports.
Devloop
Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.
Emfirge
Git branch for your cloud. Understand AWS risk, prove fixes, and ship safer changes.
EOxElements
RemoteA server to provide information about EOxElements custom elements for coding agents.
Gaffer
Test analytics for AI agents: test history, flaky tests, failure clusters, coverage.
npm Registry MCP Server
npm registry MCP server — package intelligence, security audits, dependency analysis
overseer-nvim-mcp
Gives coding agents the user's own view and control of overseer.nvim tasks in Neovim
Package Intel
npm, PyPI & crates.io health, vulns and dependency graphs. Runs locally, no API key.
Palinode
Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.
ParCAD
Parametric CAD as code: model 3D-printable parts on an exact B-rep kernel, measured.
Project Context
Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
Samotpravil MCP
MCP server for Samotpravil API — docs, typed tools, Python SDK parity, safety flags.
VitaminMCP
Test Minecraft plugins end to end: drive a real Paper server and real protocol bots.
yggdrasil
One shared, durable memory for your AI coding agents — local-first, zero-dependency.
Account Pool
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.
AitherOS ADK
Agent runtime with typed memory, knowledge and code graphs, plus file and web tools
Ariadne
Local-first multilingual, auditable memory for Codex, Claude Code, and MCP clients.
CloudeIDE
Deploy from your terminal, and give an AI coding agent the same abilities over MCP.
Dynoxide
A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.
Infrawise
Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
Jaxonomy — hybrid dynamical systems on JAX
Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.
Kawa Code
Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.
Polis Protocol
Local-first control plane for coding agents: routing, reservations, and guardrails.
Unraid RMCP
Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workflows.
Vulcanus
A validated Markdown memory vault your coding agent can recall, project by project.
Deed
Contract-first language and MCP server for capability-aware code and patch review.