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UIAutomator2 MCP Server io.github.tanbro/uiautomator2-mcp-server

Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPath testing, RPA.

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Developer tools Official MCP Registry · PyPI Local APACHE-2.0
repomap io.github.SylphxAI/repomap

A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.

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Developer tools Official MCP Registry · npm Local 171 a week MIT
coldstart io.github.AkashGoenka/coldstart

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

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Developer tools Official MCP Registry · npm Local 45 a week MIT
MCP Code Review Server io.github.GoodJobwilliam/aicraft-code-review

Code review as an MCP server — structured reviews with OWASP security scanning.

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Developer tools Official MCP Registry Local
Agentic HIL io.github.agentic-hil/agentic-hil

Develop firmware on the real board behind a debug probe: flash, reset, UART and CAN, policy-gated.

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Developer tools Official MCP Registry · GitHub MCP Registry Local
Argus Testing — Autonomous QA MCP io.github.chriswu727/argus

Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.

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Developer tools Official MCP Registry · GitHub MCP Registry Local
fittok io.github.likhithreddy/fittok

Retrieve only the relevant code for a codebase question, within a token budget.

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Developer tools Official MCP Registry · GitHub MCP Registry Local
Stackguide io.github.taimiralain/stackguide-mcp

Dynamic context loading for AI assistants with TDD workflow and AST analysis

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Developer tools Official MCP Registry · npm Local 158 a week GPL-3.0
my-pi io.github.BoxBoxmari/my-pi

Local-first MCP runtime for coding agents with safe workspace access, AST/LSP navigation, and Git.

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Developer tools Official MCP Registry · npm Local 43 a week MIT
XCRS Mobile & TV Automation io.github.smbcloudXYZ/xcrs

MCP tools for testing mobile and TV apps on iOS simulators, Android phones, and Apple/Android TV.

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Developer tools Official MCP Registry · npm · crates.io Local 154 a week APACHE-2.0
CodeCartographer io.github.HuginnIndustries/codecartographer

Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.

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Developer tools Official MCP Registry · npm Local 148 a week MIT
Codeseeker io.github.jghiringhelli/codeseeker

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

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Developer tools Official MCP Registry · npm Local 146 a week APACHE-2.0
Osv Advisory io.github.cyanheads/osv-advisory-mcp-server

Query OSV.dev for package vulnerabilities and batch-audit dependency lists via MCP.

100% up · 30 days

Developer tools Official MCP Registry · npm Local Remote 144 a week APACHE-2.0
Logbook io.github.cocaxcode/logbook-mcp

Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.

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Docs and knowledge bases Official MCP Registry · npm Local 143 a week MIT
@ttsc/graph io.github.samchon/ttsc

Checker-resolved architecture graph over MCP for coding agents, backed by ttsc's in-process TypeScript-Go compiler.

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Coding agent tools npm Local 3.8k a week MIT
Dependency Auditor io.github.GuardBee/dependency-auditor

CVE scanning for npm/pip/cargo dependencies via OSV

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Developer tools Official MCP Registry · npm Local 130 a week MIT
Miru ai.takara/miru

Hybrid semantic and keyword code search for coding agents.

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Coding agent tools Official MCP Registry · npm Local 129 a week MIT
Api Testing io.github.cocaxcode/api-testing-mcp

MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.

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Developer tools Official MCP Registry · npm Local 123 a week MIT
Pare Lint io.github.Dave-London/pare-lint

Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON.

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Developer tools Official MCP Registry · npm Local 33 a week MIT
Pare Python io.github.Dave-London/pare-python

Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.

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Developer tools Official MCP Registry · npm Local 33 a week MIT

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