Developer Tools MCP servers

Manage Google Play Console: releases, listings, monetization, reviews, and Android Vitals.

Search TheAlgorithms across 24 languages; fetch implementations with examples.

Read-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.

Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, cancel, replay.

Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects.

AI-powered task execution, tickets, sprints, error debugging, and desktop control.

AI-powered task execution, tickets, sprints, error debugging, and desktop control.

Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).

MCP server for describing and invoking gRPC methods

Turn any OpenAPI/Swagger spec into MCP tools — each operation an SSRF-guarded tool.

Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

An MCP server that indexes and retrieves Plesk documentation.

9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScript enforcement.

Local-first MCP server for agent skills. Validate, lint, diff, and convert across IDEs.

Decodes React DevTools Profiler exports into render summaries and memoization advice for AI agents.

Local semantic code search with Git history. Works offline, no API key needed.

Spawn multiple specialized Claude Code agents as MCP servers, each independently configured.

Deterministic cross-branch conflict detection for AI coding agents

Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.

Behavioral verification intelligence for AI coding agents. 17 MCP tools. Local-first. MIT.

Drive the iOS Simulator via semantic accessibility-tree snapshots. Sub-200ms, no WebDriverAgent.

Collective episodic memory for AI coding agents — search, deposit, comment, showcase builds.

MCP server to read Verso-generated documentation sites (e.g., the Lean Language Reference).

iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

Through-the-upgrade dependency-migration briefs for LLM coding agents.