Development MCP Servers

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Local MCP server for architectural decisions, traceability, and non-authoritative proposals.

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP client.

MCP server for [Perfetto](https://perfetto.dev) trace analysis. Runs PerfettoSQL queries on `.perfetto-trace` / `.pftrace` files via…

Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities

A MCP server implementation for iOS Simulator control.

Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts. 90%+ token savings.

MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on…

A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools,…

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).

MCP server for the SLURM workload manager. Submit jobs, run YAML workflows, monitor GPU resources, manage SSH profiles, and sync files to…

Fused graph of your codebase — static code + runtime OTel — for AI agents, over MCP.

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

Excel MCP with image extraction and write support — AI agents see and edit xlsx files

Design tokens and drift checks for coding agents: use the token, not the hardcoded value.

Design contract layer for your codebase. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single…

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking

MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.

Host files from coding agents; stage on a branch and attach to GitHub PRs.

Authenticated local evidence paths for JavaScript and TypeScript coding agents.

An MCP server for running code locally via Docker and supporting multiple programming languages.

Content-addressed code graph with 22 MCP tools for AI agents.

Enables AI agents to interact with ConfigCat, a feature flag service for teams.

Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

A DeepSeek MCP-like Server for Terminal

Control Google Colab notebooks and assign GPUs (T4/L4/A100) from any AI agent. Enhanced fork of Google's colab-mcp with all tools visible…

MCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine.

Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.

MCP server giving coding agents a call-graph-aware, hash-verified view of a codebase, not grep.

AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

Annotates any web page with hover labels for AI assistants — zero extensions, any browser

Agent-safe structured edits: JSON/YAML/TOML/md/AST, dry-run, batch/tx. Not a filesystem MCP.

Android MCP server for AI-assisted development. Build, test, emulate, and automate.

The dependency bloodhound for AI coding agents. Zero API keys, zero config.

Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for phm_ tokens.

Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).

Read and manage macOS system settings and perform scoped desktop actions.

Lets AI agents explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) without pasting RTL into context: trace…

Interactive PTY sessions over MCP: local shells, SSH, serial ports, and persistent remote sessions.

Dynamically load Claude Code skills into AI agents without copying files.

Fast per-repo documentation indexer and full-text search MCP server for codebases.

Let AI agents inspect and drive running WPF apps: tree, bindings, screenshots, clicks, text input.

MCP server giving a coding agent a build→see→interact→debug loop over native GUI apps.

Build browser games on gamedev.pl from your coding agent.

Structural memory for coding agents: callers, callees, blast radius and symbols over MCP.

Reads the Claude Code, Codex and OpenCode usage logs already on your machine: token totals, per-day and per-hour activity, per-agent and…

A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features…

Plonk gives agents local macOS tools for windows, workspaces, screenshots, OCR, and more.

Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network…

A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics…

Provenance gateway for stdio MCP servers: blocks tool calls fed by untrusted tool results.

Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.

MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.