Developer Tools MCP Servers

Remote OpenClaw

36

npx

Search 13,870+ MCP servers, 4,384+ agent skills, and plugins from your terminal or agent.

7

io.github.octoryn/octopus-blackboard

36

npx

Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

7

io.github.anvanster/tempera

36

npx

Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle, cross-project.

6

tia-connect-vscode

36

Manual

VS Code extension for Siemens TIA Portal edit SCL/STL, compile, export/import, version control, AI assistant, and CI/CD pipelines via the T-IA Connect REST API

6

Swing MCP

36

Let AI drive Swing and JavaFX apps — see the UI, click, fill forms, read tables. No API needed.

4

io.github.BigJai/codemunch-pro

36

uvx

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

3

io.github.ObscuritySRL/umbriel

36

npx

See and drive a whole Windows machine from Bun — apps, input, screen, OCR, registry, OS — via MCP.

3

io.github.hufirst/onsense

36

uvx

Android phone camera, sensors & files for any MCP client — local, no cloud, no ADB.

2

SkillGild

36

Auth Required

Search and run hosted AI agent skills for Claude Code, Codex, Cursor and Gemini CLI.

2

io.github.yoavhizkiH/siren

36

npx

MCP server for Siren diagramming — teach AI models to create beautiful diagrams with Siren syntax

2

io.github.mahabubul470/gpp

36

Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

2

io.github.alphasmo/alphasmo-tools

36

npx Auth Required

CLI + MCP server for SEC 13F institutional holdings, insider trading, and smart money convergence.

2

Pixellint

36

Validate pixels, postbacks, conversion API payloads, and tracking URLs with spec-backed findings.

2

io.github.AvivK5498/agenthook

36

npx Auth Required

Character-consistent UGC video, images, and captions from any MCP client, via the AgentHook API.

2

JProfiler

36

npx

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

2

Vectr

36

uvx

Semantic codebase search + persistent working memory for AI code editors. Local, no API key.

2

io.github.dengyu123456/crochet-engine

36

uvx

Deterministic photo-to-crochet-chart engine: stitch counts, 5 techniques, yarn estimates.

2

Endform

36

npx Caution 70

Find failing, flaky, and slow Playwright tests on Endform and keep your suite healthy as it grows.

2

io.github.ewalid/rosetta-mcp

36

npx Auth Required

AI-powered Excel translation preserving formatting, formulas, and data integrity.

2

io.github.acabala/apidog-tests-mcp

36

npx Auth Required

MCP server for managing Apidog test cases, scenarios, suites, and test data

1

io.github.MMasey/atag-mcp

36

npx

ATAG 2.0 (Authoring Tool Accessibility Guidelines) guidance for authoring tool developers

1

saferagenticai-mcp

36

uvx

MCP server exposing the SaferAgenticAI safety framework (canonical criteria + Implementation Patterns layer) to coding assistants.

1

io.github.Jason26214/pwsh-exec-mcp

36

uvx

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

1

@gaffer-sh/mcp

36

npx

MCP server for Gaffer test history - give your AI assistant memory of your tests

1