Developer Tools & Repos MCP Servers

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

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

Command-line tool and MCP server for structured XML comparison.

MCP server for Complete Codes — agent-native surface to discover, create, fund, update, and cancel sprints, plus track earnings. Read tools

Core MCP server for Context-Pods toolkit

MCP server: counts for text — lines, words, characters, code points, paragraphs.

Dazeb Github Mapper is an MCP server that runs on your own machine, started by your client over stdio.

MCP server with 12 essential developer utilities — UUID, Base64, hashing, JWT decode, JSON diff, regex test. Zero config.

29 developer utilities as an MCP server — JSON repair, SQL format, hash, encode/decode, UUID, regex, CSV, subnet calc, diagram generation

DICOM/HL7 Developer AI Assistant — MCP server for healthcare integration engineers

MCP server: embedding pipeline ops + drift detection for production RAG. Assert query encoder matches index manifest; compute retriever

Structured document management for agent systems, with governance. An MCP server.

MCP server and CLI that resolves config/env-var cascade across .env, docker-compose, and Kubernetes

Feishu Docs MCP server, used to access Feishu documents via the MCP protocol

Token-efficient Figma MCP server with image export, query DSL, and design token support

MCP bridge that fetches Figma MCP design context internally and returns compacted Markdown for agents

A blazingly fast MCP server for searching files in large codebases and monorepos. Features glob search, ripgrep-powered content search

Prototype MCP server for Amigo Agent Forge workflows

MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

MCP server for generating GenLayer Intelligent Contracts with AI-native blockchain capabilities

MCP server for GhostSpeak agent discovery and claiming