T

Total Agent Memory

Chính thức

io.github.vbcherepanov

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

C

Ctxo

alperhankendi

MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep anal

R

Roslyn CodeLens

Chính thức

io.github.MarcelRoozekrans

Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.

M

MDB

smadi0x86

Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.

R

Roslyn Codelens

MarcelRoozekrans

Roslyn-based MCP server giving AI agents deep semantic understanding of .NET/C# codebases — 67 tools for navigation, call graphs, diagnostics & code fixes, safe refactoring, code-quality auditing, tes

R

Roblox Studio Agent Bridge

Daniel987654321

Open Source Roblox Studio AI Coding Agent Tools 2026: 35 MCP Server Scripts for Safe Edits

Q

Qartez

kuberstar

Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more

G

Go Pixeldrain

jkawamoto

A client of Pixeldrain Storage and Data Transfer services

S

SunoMCP

AceDataCloud

MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.

N

Nia

nozomio-labs

Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.

P

Pensieve

TedHaley

Pensieve: never lose the thread. A local MCP server and Mac app that links your files, repos, agent sessions, tickets and messages into one thread per task, for you and your AI coding agents.

A

Atris

atrislabs

Say what you want in plain words. Atris plans it, builds it, checks it, and shows proof. CLI plus MCP server, with project memory your coding agents share across sessions.

M

Medusa

SGFGOV

MCP server for Medusa JS SDK

M

Mu

0ximu

MCP server that gives AI assistants deep codebase understanding. Semantic graph, BM25 search, impact analysis, code review.

D

Devtools

pangular-inspector

Angular DevTools : inspect components, signals, DI, and routes. Runs as a Chrome extension, embedded panel, standalone CLI, static report, or MCP server for coding agents. Built with Devframe.

A

Ansys

knewnothing-git

Comprehensive MCP server that can interface with various Ansys products

N

NeoApps.AI CodeGenerator

Neopric-Inc

NeoApps.AI enables businesses to build AI workers, automate workflows, and generate production-ready applications using natural language. Connect company knowledge, integrations, and business processe

T

Termcp

open-mcp-ai

最终的 MCP | Terminus MCP： 将界面视作终端。管理本地和远端机器，动态集成管理不限数量且不限机器的MCP，并保持单mcp tool上下文不增长。 Turn interfaces into terminals. Dynamic manage local and remote machines. Integrate and orchestrate unlimited MCPs acr

T

Termcp

Chính thức

io.github.open-mcp-ai

An MCP server that lets AI agents act like a human at a real terminal, local or over SSH.

E

EGC

Fmarzochi

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 29 AI coding tools with zero configuration. Every tab, terminal,

K

Kirby

bnomei

CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.

M

MCP Bsl Lsp Bridge

SteelMorgan

MCP-сервер, который даёт ИИ-агентам (Cursor, Claude Code и др.) доступ к возможностям BSL Language Server для работы с кодом 1С и OneScript: навигация, поиск, диагностика, рефакторинг. Цель - обеспечи

G

Gradle

rnett

A comprehensive MCP server for Gradle.

T

Tabby

GentlemanHu

MCP server for Tabby terminal, 36 MCP tools including SFTP support, full control your Tabby!

A

Agent Passport System

agent-passport-system

Open protocol and TypeScript SDK for AI agent authority: identity, scoped delegation, enforcement before the action, and signed receipts.

P

Preflight

newrelic-experimental

Observability for AI coding assistants — cost tracking, efficiency scoring, and anti-pattern detection for Claude Code, Cursor, Copilot, and more. Local-first; New Relic optional.

L

Lazydb

yelog

A beautiful and convenient TUI database client with MCP support.

K

Kaimon.jl

kahliburke

MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search

K

Kyb

alex09x

Git-backed shared memory for AI agent fleets: searchable knowledge base, incident and task tracking, every write versioned and attributed. CLI, HTTP API and MCP server.

R

Rms Memory

max-ramas

Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency

C

Codebase Context

PatrickSys

Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time, and produce better, mor

S

Shell Command

egoist

MCP server for executing shell commands.

M

MCP Gitlab Server

yoda-digital

Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).

M

MCP Gitee

oschina

mcp-gitee is a Model Context Protocol (MCP) server implementation for Gitee. It provides a set of tools that interact with Gitee's API, allowing AI assistants to manage repository, issues, pull reques

F

Fast Filesystem

efforthye

A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.

C

Context Optimizer

malaksedarous

A Model Context Protocol (MCP) server that provides context optimization tools for AI coding assistants including GitHub Copilot, Cursor AI, Claude Desktop, and other MCP-compatible assistants enablin