Developer Tools MCP servers
MCP servers that give AI agents hands on your codebase: Git, GitHub, CI, testing, terminals, and SDKs.
ContextBridge
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
Doc Bridge
Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
FetchSandbox
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
LLM Sandbox
Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.
mcp
Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.
mcpm
MCP security guard + package manager: trust-scored installs, blocks prompt injection and rug-pulls.
memshelf-mcp
Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.
Norn
Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.
plumb-mcp
Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.
rag-rat
Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
repo-cartographer
Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI
resharper-cli-mcp
ReSharper CLI inspection/cleanup via MCP. Unofficial: not affiliated with or endorsed by JetBrains.
RoselineMCP
MCP server for C# code analysis and automated fixing using Roslyn analyzers and code fix providers.
Server Ops MCP
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.
silex
Local-first MCP server that reconstructs architecture, workflows and business rules from your code.
Tentra — Memory for AI Coding Agents
RemoteMemory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.
Total Agent Memory
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
trovex
Serves coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.
agent-wallet
Local agent wallet + 900 pay-per-call data APIs — free discovery, x402 USDC, code-level spend caps
Agentic HIL
Develop firmware on the real board behind a debug probe: flash, reset, UART and CAN, policy-gated.
Agentic Task System (ATS)
MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads
AI Usage
Reports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.
Amicus
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model, fold results back.
Arno
The IDE for agents: read by symbol, edit against a revision, validate with your own build, revert.
Budgetary: estimate token spend
Pre-flight token-spend estimate (range, scenario, confidence) for a coding task, or an abstention.
Containerization Assist
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
contextburn
Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.
Grasp — Code Architecture & Dependency Analysis
Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
IBM Granite via x402
x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
loopback
Feedback bus for coding agents: pin feedback on the app you're building; a fix turns the pin green
lunge
Agent-native API client: execute/test REST/GraphQL/WS/SSE with assertions, extraction, collections
mcp-gtags-server
Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.
mcp-server
Phone numbers for AI agents: order a private number, read the SMS verification code, hand it back.
renforge
Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds.
s-gw
Keep credentials out of AI coding agents with local approvals, scoped injection, and audit trails.
showagent
Search, resume and convert AI coding sessions (Claude Code, Codex, Gemini, OpenCode, Pi) over MCP.
Skarn
Scans AI coding sessions and assistant configs for leaked secrets and risky hooks; local, redacted
Skills Anywhere
Every Agent Skill installed for any coding agent, plus GitHub skill repos, as MCP tools/resources.
smbCloud Mail & Auth
Email infrastructure and authentication for developers: domains, inbox routes, auth apps, deploys.
Solana Security Standard
Scan Solana/Anchor code against the Solana Security Standard and serve the ruleset to MCP clients.
sqz
Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.
SuprSend
Manage SuprSend entities — workflows, templates, users, objects, tenants — from your AI assistant.
trace-mcp
Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity
UI Beats
MCP server for UI Beats. Let your coding agent search, read and install animated React components.
understanding-graph
Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.
valv
Let coding agents query any SQL database safely. Read-only by default and scoped by your policies.
webbersites-x402-mcp
45 pay-per-call AI agent tools + wallet-owned agent memory. Scraping, SEO, lint, crypto. x402 USDC
wyd
Local runtime provenance for coding agents. Inspect sessions and explain which one owns a process.