MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.
npm MIT ★ 2,259 -
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MIT ★ 13 -
Deterministic, local-first context optimization for LLM prompts: clean, dedupe, structure, and measure token and cost savings before calling a large model.
pypi MIT -
Autonomous Just-In-Time MCP Tool Synthesizer & Sandboxed Compiler (inspired by Manus Generalist Sandbox). Dynamically generates typed MCP tool schemas, validates Python execution AST trees against unsafe imports, compiles sandboxed callable handlers, and hot-plugs them into the active agent runtime.
MIT -
Research that compiles.
MIT ★ 86 -
a0github.com/Joe-Simo/a0active
A0: the programming language built for AI, not for people. Compiler in TypeScript; programs compile to native code, wasm, JVM, .NET, Metal, and SystemVerilog.
Apache-2.0 ★ 2 -
arezzogithub.com/convergentmethods/arezzoupdated this year
Deterministic compiler for Google Docs API operations
pypi MIT -
CeeSafe: a memory-safe systems language with modern syntax, compiled to portable C. Its compiler, ceesafec, is written in CeeSafe.
GPL-2.0 -
sciwritergithub.com/ywatanabe1989/sciwriterupdated this year
LaTeX manuscript compilation system for scientific documents
pypi AGPL-3.0 -
SLAC-MCPgithub.com/DennisPrediger/SLAC-MCPupdated this year
MCP Server to expose evaluation Tools to LLM and AI Agents using a Simple Logic & Arithmetic Compiler
Apache-2.0 -
LaTeX manuscript compilation system for scientific documents with MCP server
pypi AGPL-3.0-only -
The MCP server for bricky, a compiler for LEGO® models, built for AI agents.
pypi Apache-2.0 -
minimemgithub.com/lelin1997/minimemupdated this year
🧠 AI Agent 的中央记忆服务 — L1→L4四层记忆金字塔 + Dream Engine + Karpathy Compile + MCP协议
★ 1 -
A compiler for the code AI agents write: a flat SSA language with JSON diagnostics, compiled in under a millisecond to sandboxed native code, as MCP tools. Its Llama 3.2 1B prefills 1.7-2.4x faster than llama.cpp.
Apache-2.0 ★ 1 -
0x-lang-mcp-servergithub.com/hankimis/0x-langupdated this year
0x MCP Server — AI agents compile 0x to React/Vue/Svelte with 80% fewer tokens
npm ISC -
Claude Code plugin for Synapse, a compiler for AI agent workflows: compiles a workflow to a typed graph, optimizes it, and blocks any rewrite that fails an equivalence check. Side-effecting steps are never reordered, repeated or cached. MCP server + 4 slash commands.
MIT -
MCP server for LaTeX and Overleaf projects: Git bridge, project sync and compile for Claude and any MCP client.
MIT -
@iflow-mcp/grainulation-wheatgithub.com/grainulation/wheatupdated this year
Research-driven development framework — structured claims, compiled evidence, deterministic output
npm MIT -
Metis turns agent intent into governed, reproducible, engine-neutral queries over shared semantic assets through semantic discovery, resolution, validation, planning, and compilation.
Apache-2.0 ★ 4 -
A free package registry for video pipelines: install recipes and WebAssembly filters, written in SQL and compiled to ffmpeg commands you can read.
Apache-2.0 -
Persistent, progressive agent memory for AI agents — encrypted hybrid vector+text knowledge database with an MCP server (recall, compile-context, knowledge CRUD, aikoql queries).
npm AGPL-3.0-only -
MCP server that lets AI coding assistants compile C for QNX SDP 8.0 with fixed arguments, with real build and QEMU guest-execution evidence.
MIT -
Read, edit, compile, and review Overleaf projects through your own signed-in web session, from an MCP client, the command line, or TypeScript.
npm MIT -
A declarative DSL and compiler for reproducible gene-editing design — with LLM agents and an MCP server so any AI agent can drive it safely.
Apache-2.0 ★ 1 -
Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, and Gemini CLI. Headless-first. Cites, doesn't guess.
GPL-3.0 ★ 38 -
Deterministic Markdown-to-Word (.docx) compiler & MCP server for academic papers, theses and AI agents | 确定性 Markdown 转规范 Word 与 MCP 服务
MIT ★ 17 -
A complete customized GPT that has access to your Arduino/ folder to compile, upload, create, debug, manage libraries and board cores, automate build processes and much more!
MIT ★ 2 -
A general-purpose semantic systems programming language. Describe a system once; real compilers lower the same source into engine builds, backend services, robots, web runtimes, and headset apps. Not a scripting language.
MIT ★ 11 -
Give coding agents the TypeScript compiler's actual reasoning — an MCP server and CLI that turn type errors into because-chains pointing at the declaration to fix. Also a library: explain-trees, inference bindings, conditional-type traces.
npm MIT -
Write your text in the code, ship it in every language: an i18n compiler and a ~3 KB runtime for React, Vue, Svelte, Next.js, Nuxt, SvelteKit, Astro and plain HTML. Typed params, no key files, and a CI gate for broken translations.
npm MIT ★ 4 -
Read, edit, compile, and review your Overleaf projects through your own signed-in session: from Claude, Codex, Cursor, or any MCP client, from the command line, or from TypeScript. No Git integration or premium plan needed.
npm MIT ★ 7 -
PS2 matching-decompilation toolkit: fingerprint the compiler (ee-gcc, CodeWarrior, ProDG), transfer symbols, triage functions, verify a decomp against the original bytes, run a per-function matching loop, MCP server included. Grew out of Xenosaga I; measured on six PlayStation 2 games.
MIT ★ 1 -
Benzi is code intelligence infrastructure for AI models. It compiles your codebase into a resolved, queryable map of calls, data flow, control flow and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Every language runs its own tree-sitter grammar into the same query map.
NOASSERTION ★ 179 -
A 3D compiler for coding agents: a local MCP server for Claude Code and Codex. Objects, walkable worlds and games as small recipes compiled back byte-for-byte; emits Godot, Blender, STL/3MF. No account, no telemetry.
npm Apache-2.0 ★ 3 -
A Model Context Protocol (MCP) server for programmatic creation, modification, and compilation of structured LaTeX documents. Enables AI agents and automated workflows to generate reports, articles, and papers from templates, with secure, structured content updates and robust PDF compilation using LuaLaTeX and Biber.
Apache-2.0 ★ 3 -
diogenes-neural-search-engine-mcpgithub.com/stand-out-of-my-sun/diogenes-neural-search-engine-mcpactive
12 real-time neural search, grounded research & factual verification tools: neural search synthesizer, deep research dossier compiler, Boolean & semantic query expander, curated domain registry filter, breaking news recency & velocity tracker, factual consensus claim verifier, scholarly citation compiler (BibTeX/APA/IEEE), topic subgraph
MIT -
texflow-mcpgithub.com/aaronsb/texflow-mcpupdated this year
LaTeX document compiler with MCP interface
pypi MIT -
MCP server for inspecting compiled .NET assemblies
MIT ★ 3 -
MCP server for providing code feedback, validation, compilation, and linting
npm MIT -
An MCP server for sandpiper - a TL-Verilog compiler, that outputs SystemVerilog/Verilog
Apache-2.0 ★ 3 -
MCP server for persistent Julia sessions — fast iteration without startup/compilation overhead
MIT ★ 96 -
MCP Server for executing methods, compiling classes and executing unit test in InterSystems IRIS
MIT ★ 5 -
Minimal MCP server for Unity, designed to reliably check script compilation
MIT ★ 15 -
arezzogithub.com/ConvergentMethods/arezzoupdated this year
Deterministic compiler for Google Docs API operations
MIT -
A compiler for LEGO® models, built for AI agents.
Apache-2.0 ★ 20 -
voice-soundboardgithub.com/mcp-tool-shop-org/mcp-voice-soundboardupdated this year
Text-to-speech for AI agents and developers. Compiler → Graph → Engine architecture.
pypi MIT -
Context-efficient, compiler-aware development tools for AI agents working on Haskell codebases.
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texflow-mcpgithub.com/aaronsb/texflow-mcpupdated this year
LaTeX document compiler with MCP interface — AI agents author documents via structured model, TeXFlow handles LaTeX mechanics
MIT ★ 20 -
cffbrw-mcpgithub.com/shizlie/cffbrw-mcpupdated this year
MCP server for CFFBRW — AI workflow compiler for Cloudflare edge
MIT -
Code-search MCP server for AI agents: compiler-grade precision, minimal tokens.
npm Apache-2.0 -
MCP server that compiles LaTeX source code into PDF documents using a local LaTeX distribution.
★ 2 -
A compilation-free, lightweight Universal Agent Memory (UAM) system for Claude Code, OpenCode, Codex, and Antigravity.
★ 3 -
CSharpMCP is a read-only Model Context Protocol server that gives coding agents compiler-accurate C# solution intelligence through Roslyn and MSBuildWorkspace
★ 3 -
errsgithub.com/hegner123/errsupdated this year
Compact error/lint parser MCP tool. Normalizes verbose compiler/linter output into structured JSON.
MIT -
☀️ Persistent Memory + RAG + Wiki Compilation for AI Agents — MCP server + Web UI with interactive knowledge graph
MIT ★ 1 -
MCP server for writing programming exams with compiler-checked solutions and PDF output
MIT -
MCP server that compiles ISO 20022 readiness findings, remediation diffs, and simulated responses into sealed audit evidence packs.
pypi Apache-2.0 OR MIT -
evals-mcp-servergithub.com/cyanheads/evals-mcp-serverno update data
Agent-driven eval authoring via a new authoring-loop archetype — draft → subagent-review → surgical-revise → submit, with server-enforced self-consistent graders; compiles to standard harnesses.
smithery -
Decompiler for compiled iOS/macOS interface files (.nib, .storyboardc): object tree, wiring, custom classes, navigation graphs
MIT ★ 5 -
Local MCP server and CLI that compiles budgeted, verifiable code context for Claude Code.
npm MIT