Developer Tools MCP Servers

Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.

MCP Server for the GitLab API, enabling project management, file operations, and more.

Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

Authenticated local evidence paths for JavaScript and TypeScript coding agents.

Rigour's MCP server: lets coding agents review their change, check for an existing helper before writing a new one, and recall the team's lessons. Works with Claude Code, Cursor and other MCP clients.

Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.

Give Claude live access to SAP ABAP via ADT: read, search, check, test, and edit objects.

Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

Search, inspect and install Ballmac UI React and Tailwind components, blocks and templates.

Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops

Lets AI coding agents coordinate asynchronously through a private git repository. No server.

Behavioral litmus harness for MCP servers — grade a server A–F (tool-output injection, egress, sensitive-data, adversarial-input) with reproducible, content-addressed evidence. Ships a CLI and an MCP server with a run_litmus tool for AI agents.

Mine the architecture rules your TypeScript repo already enforces, with the evidence attached.

A Model Context Protocol server providing Google AI-powered search and documentation tools for developers

Memory for any Ai: remembers across sessions, enforces your rules before actions, reviews the work.

Local, keyless MCP server: standards-grounded QA knowledge retrieval (ISTQB, OWASP, IEEE, ISO, EU AI Act), deterministic QA effort estimation, QA document quality review, test-results health analysis, and QA process maturity assessment.

GitLab MCP server for the MCP 2026-07-28 specification (MCP 2.0): projects, MRs, pipelines, CI/CD, approvals and issues for AI assistants. Runs with writes, or locked read-only via MCP_READ_ONLY

Local-first memory for AI coding agents — Markdown + SQLite FTS5, shared across editors via MCP.

Read-only audit evidence for security, tests, native coverage, runtime failures and repair status.

Real eyes and hands on the web for AI agents. MCP-first. Local-first. Vendor-agnostic.

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

Open-source vibe coding hosting over MCP: your agent builds, previews and publishes web apps.

Convert any URL to clean Markdown. Free tier: 10/day. Unlimited via Gumroad license.