NeVibeCode · 85 items
MCP servers for Programming languages
MCP servers for Programming languages: what each one does, an install command and example prompts.
sqry - Semantic Code Search MCP server An MCP server that runs AST-based semantic code search: symbols, relations and impact analysis across 37 languages.
CX Codex +1
★ 31repo stars
Madar MCP server Indexes a TypeScript or Node.js project into a local graph, then hands the agent a small task-focused context pack: files, symbols, routes. No more rediscovering the repo each time.
CX Codex +1
★ 21repo stars
pyslang-mcp MCP server This server uses the pyslang compiler frontend to inspect Verilog and SystemVerilog projects. Ask an agent about diagnostics, symbols, design units, or instance hierarchy without giving it write access.
CX Codex +1
★ 21repo stars
sap-adt-mcp MCP server Connects AI assistants to SAP systems through the standard ADT interface. Inspects ABAP code and executes checks without custom server add-ons.
CX Codex +1
★ 20repo stars
ClaudeSmalltalk MCP server An MCP server that hands your coding agent a live Squeak or Cuis image to browse, edit and save.
CX Codex +1
★ 18repo stars
glider MCP server A Roslyn-based MCP server for navigating, diagnosing, analyzing, editing, and refactoring C#/.NET code from an AI coding client.
CX Codex +1
★ 18repo stars
hmr MCP server Brings Python hot module reloading and reactive execution tools to coding assistants.
CX Codex +1
★ 18repo stars
GraphPilot MCP server GraphPilot builds a local TypeScript/JavaScript code graph and gives coding agents structural facts about symbols, calls, and change impact.
CX Codex +1
★ 17repo stars
calm-mcp MCP server calm-mcp gives coding agents a live call graph, dependency context, and checked writes. It fits refactoring tasks where missed callers are risky.
CX Codex +1
★ 17repo stars
FSharp.Refactor MCP server Offline F# analyzer that strips parentheses, swaps slow constructs for fast ones, and makes agent-written or legacy code say what it means.
CX Codex +1
★ 16repo stars
Orca MCP Server MCP server Connects Orca tools to an agent for describing and checking finite-state machines. Useful when topology errors must be found before execution.
CX Codex +1
★ 14repo stars
equalang-mcp MCP server Translates files, subtitles, images, audio, and video while retaining their format. Use it when file translation or transcription should run through an MCP client.
CX Codex +1
★ 16repo stars
Kotlin & Java Library Sources MCP server This MCP server gives agents parsed Kotlin and Java library sources, API details, and KDoc from Maven. Use it to inspect dependencies or trace library behavior.
CX Codex +1
★ 13repo stars
edict MCP server Provides an agent compiler without a parser, letting models generate programs directly as JSON AST and compile them into WebAssembly.
CX Codex +1
★ 13repo stars
Prolog Reasoner MCP server Connects an SWI-Prolog solver to your coding assistant. Handles combinatorial search, constraint satisfaction, and multi-step inference.
CX Codex +1
★ 12repo stars
Sounio Compiler MCP server A local stdio MCP server for the Sounio language compiler to check types and build .sio binaries directly through AI agents.
CX Codex +1
★ 12repo stars
Ordkort MCP server Connects Ordkort’s flashcards, dictionary and grammar tools to AI coding clients. Useful for language study workflows and vocabulary work.
CX Codex +1
★ 12repo stars
pyobfus-mcp MCP server Hands your agent nine pyobfus tools: risk scanning, config generation, obfuscation with a self-check, and traceback decoding. Useful when Python code leaves your machine.
CX Codex +1
★ 11repo stars
AIContextBuilder MCP server A local MCP server maps C#/.NET code for AI agents. Use it to trace symbols, tests, dependency injection paths, and change impact.
CX Codex +1
★ 11repo stars
mcp-server-analyzer MCP server This MCP server checks Python, JavaScript, and TypeScript with Ruff, ty, Vulture, and Biome. Use it for code review, formatting, and dead-code checks.
CX Codex +1
★ 11repo stars
fw-context-mcp MCP server Builds a compiler-aware index for embedded C/C++ firmware and lets coding agents query symbols, call paths, callbacks, and active code.
CX Codex +1
★ 10repo stars
since-cutoff MCP server Detects Python API calls that changed after your model's cutoff date and writes instructions to keep assistants from using deprecated signatures.
CX Codex +1
★ 10repo stars
Codeix MCP server Builds a .codeindex and answers agent queries about symbols, callers and comments. Useful when your agent burns tokens hunting for a function.
CX Codex +1
★ 9repo stars
Sophon MCP server Sophon compresses MCP agent context, including chat history, prompts, command output, and file deltas. Use it when tool traffic keeps growing.
CX Codex +1
★ 9repo stars
Deed MCP server A contract-first language environment and toolchain designed for reviewing agent-generated code. It checks effects, types, and patch receipts over MCP.
CX Codex +1
★ 9repo stars
calc-mcp MCP server calc-mcp gives AI coding clients local tools for calculations, dates, encoding, hashes, and random values. Use it when repeatable results matter.
CX Codex +1
★ 9repo stars
Python Docs MCP Server MCP server Provides an offline SQLite index of Python stdlib documentation for coding agents. Fetches exact symbols and sections per language version without scraping web pages.
CX Codex +1
★ 9repo stars
Pine Script v6 Documentation MCP server This MCP server gives AI assistants Pine Script v6 reference material, function checks, and debugging prompts for code generation.
CX Codex +1
★ 9repo stars
RLM Tools MCP server A persistent Python sandbox where your agent explores a codebase and only the summary reaches the chat. Built for large repos where grep floods the window.
CX Codex +1
★ 8repo stars
LayerMap MCP server This MCP server maps code dependencies and traces changes to HTTP routes, jobs, and commands. Use it when an agent needs impact analysis before editing.
CX Codex +1
★ 8repo stars
dotnet-template-mcp MCP server MCP server for dotnet new that searches, previews and creates .NET projects from templates. Handy when you don't want to remember every CLI flag.
CX Codex +1
★ 8repo stars
Java All Call Graph Server MCP server Generates Java call graphs, traces method chains, and runs static code analysis. Useful for inspecting component relationships and managing analysis configurations.
CX Codex +1
★ 8repo stars
anirbanbasu-pymcp MCP server A Python starter kit for building your own MCP servers with FastMCP, shipped with a handful of working tools and resources.
CX Codex +1
★ 8repo stars
docvet MCP server Checks Python docstrings for missing coverage, code mismatches, and stale documentation signals. Useful when reviewing or maintaining project docs.
CX Codex +1
★ 10repo stars
Code Index MCP server A local MCP server indexes source trees and searches them with Zoekt. Use it when an agent needs to locate code across a project.
CX Codex +1
★ 7repo stars
divlens MCP server This MCP server gives AI agents live access to CPU, memory, storage, network, and hardware data for local system diagnosis.
CX Codex +1
★ 7repo stars
PySide6 MCP MCP server Lets an AI assistant screenshot, inspect and click through a running PySide6 app. Your project's source stays untouched.
CX Codex +1
★ 6repo stars
RoselineMCP MCP server Gives a coding agent a structural view of a C# solution — symbols, references, call graphs, member-level edits — instead of whole-file reads.
CX Codex +1
★ 6repo stars
symbols MCP server Hooks a Language Server into your coding agent so it can read symbols, references and diagnostics. Useful once plain text search stops being enough.
CX Codex +1
★ 5repo stars
Refactoring MCP Server MCP server Hands your agent Martin Fowler's refactoring catalog: 71+ moves, dry-run previews and smell analysis on the code you point it at.
CX Codex +1
★ 5repo stars
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