Developer Tools MCP servers
MCP servers that give AI agents hands on your codebase: Git, GitHub, CI, testing, terminals, and SDKs.
agora-mcp
Shared per-repo space for Claude Code sessions: see activity, get collision warnings, notes.
air
AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more
arachne-mcp
Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools).
Baserow Schema MCP
Generic Baserow API client MCP server with automatic 2FA (TOTP) auth and OpenAPI validation.
beacon-mcp
Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.
chinese-text-tools
Claude Code 中文写作四合一工具箱:文本分析(字数/段落/阅读时间)、结构化大纲生成(论文/小说/商业计划书)、GB/T 7714 参考文献格式化、中文字频统计。纯本地运行。
cli
Kanta Verify, Find, and Database: email verification, email finding, and B2B contact search.
code-atlas
Code intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.
codegraph
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
cognigy-ai-mcp-management-server
MCP server for Cognigy.AI - 132 tools to build, configure & operate conversational AI agents
CogSession
Session memory for AI coding agents: records decisions and dead ends, flags what went stale.
elementor-ultra-mcp
Build Elementor sites with AI agents - native, editable pages via ~90 MCP tools. Free & MIT.
Final POS
RemoteBuild custom POS, kiosk, self-checkout & in-person payment apps with AI agents on Final POS.
Giljo HQ
RemoteContext engineering for AI coding agents: product context, project missions, and 360 memory.
gitlab-mcp
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
HarnessScope
Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.
IBM Code Engine MCP Server
Deploy to IBM Code Engine from Cursor, Copilot, Claude & Cline. Build, push, deploy via MCP.
JavaLens
63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.
Judges Panel
45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.
kenotex-mcp
Let your coding agent manage real todos, events, and check-in habits in Kenotex on your Mac.
LastPing
RemoteMonitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.
license-sentinel
Audit Python and npm dependency licenses before you ship, judged against how you distribute.
LionScraper MCP + CLI + HTTP API (Python)
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.
loki-mode
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 36 tools over stdio.
mcp-gitlab
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
mcp-macos
Observe & operate a Mac — files, processes, apps, shell, AppleScript, GUI — safe by default.
mcp-telemetry-server
Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.
misakanet
Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.
navigator
Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.
o360-mcp
Run Offensive360 SAST scans (60+ languages) on local code; findings with file/line and fixes
opchain
RemoteClaude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
oss-issues-mcp
MCP server with derived GitHub issue tools: normalized fetch, new-issue watch, claim status.
Penniless Data Utilities
RemoteTen x402-paid tools for JSON, YAML, cron, diff, text, DNS, WHOIS, GitHub, crypto, and email.
Phantom Secrets
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for phm_ tokens.
preflight
New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)
Qwen DAP MCP
Native runtime and crash-dump debugging through a local DAP-to-MCP bridge for coding agents.
Rivet
RemoteManage Rivet Cloud namespaces and actors, run Code Mode, and open the Rivet Actor Inspector.
Rootr
RemoteConnect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT.
scopewalker-mcp
Codebase analysis tools for AI agents: complexity, prop drilling, doc coverage, code smells.
software-design
SOLID/OOP/DRY, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection.
Sublime Text MCP
MCP server for Sublime Text 4. Lets AI coding agents read and control a running ST instance.
tdmcp — TouchDesigner MCP server
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.
tidyports
See and kill the dev servers your coding agents leave running, and get collision-free ports.
Uizze
RemoteUI design that stands out. Full-screen UI references and design materials for coding agents.
verirun
Execution-grounded verification for AI coding agents on Windows: evidence, not agent claims.
vibelens-mcp
VibeLens MCP tool for AI to visualize code changes with inline annotations in VS Code/Cursor
vidin
Turn a screen recording into agent-readable annotated keyframes. MCP server + CLI on ffmpeg.
voyager-agent
One universal Voyager: name a goal; it activates senses (repo, net) and runs a live mission.