#mcp

Bringing AI practically to science!

Alegra CLI + MCP server for the Alegra accounting API. Drive it from your terminal or an AI agent (Claude, Cursor, Codex).

Multi-agent orchestration, persistent memory, and intelligent workflows for AI coding assistants. Supports Claude Code, OpenCode and Codex.

🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 15 LLM providers (11 key-free). 一句话组建你的「一人公司」AI 专家团队，几分钟交付完整方案；验收自动核验，网页 / 桌面 / Docker 全渠道。

Local-first, state-driven AI agent platform. Plan-review before execution, capability-gated tools, BYO LLM (Ollama / Anthropic / OpenAI). Tauri desktop + Go runtime.

An open-source, multi-user knowledge vault exposed to AI agents via an MCP server.

The design layer for agentic AI — design context, interface checks, and verification for coding agents.

Open-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when I tried it" is not an eval.

Lightweight AI agent library. Turn Python functions/classes into AI tools instantly. No verbose configs or complex abstractions.

Turn any markdown vault or codebase into a cited, AI-queryable knowledge graph. Local-first CLI, web viewer, and MCP server.

Decision-driven harness for coding agents, and humans.

A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude

Nimbus Agent — SDK (@nimbus-dev/sdk). MIT, dependency-free TypeScript contract for authoring Nimbus MCP connectors & extensions.

vs-punk: ADT to MCP bridge - Vibe code in ABAP / AMDP

MIT-licensed fork of PrimeVue. 80+ Vue 3 UI components, Nuxt support and one-command migration.

A minimal, sandboxed interpreter for LLM agents to execute code. Python-inspired syntax designed for embedding in Go applications.

Agentic Spec-Driven Development — 13 agents, 58 MCP tools, 10-phase enforced pipeline. From meeting transcript to PR in one command. Install via npm install -g specky-sdd@latest

The AI agent that physically operates a phone — the way you do.

Rivet — SDLC traceability for safety-critical systems. Schema-driven artifact management, validation, and lifecycle linking. Part of the PulseEngine toolchain.

Quantitative finance and derivative pricing

The enforcement tool for Canonical-Driven Development (CDD). Audit, generate, and guard your project documentation. Zero dependencies.

Claim-driven mutation testing: inject faults and report what your tests miss. Vitest, Jest, Playwright, pytest & unittest. Part of the Guard family with DocGuard and WebSec Validator.

A web research toolkit for agents.

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

Go SDK for Scalekit — auth stack for agents. SAML, OIDC, SCIM, MCP Auth, agent auth, tool-calling.

Salesforce DevTools — CLI, VS Code extension, sf plugin, MCP server, and web dashboard for Salesforce DX deploy, test, org health, and release management. AI-optional, CI-ready.

JavaScript OCR and text extraction for images and PDFs.

Closed-loop automation across semcod/ repositories.

MCP server + CLI giving AI agents 50 spreadsheet tools for .xlsx — live-recalc formulas (~390 Excel functions), repair broken references & external links, read/write, diff, and audit. Works in Claude Code, Cursor, Codex, and any MCP client.

MCP server for the Keycloak Admin REST API — a strong ally for auth troubleshooting: inspect users, sessions, clients, and realm config through AI assistants.