#model-context-protocol

Cut AI-agent token waste ~90% — query a local SQLite structural index of your JS/TS/CSS codebase with SQL in one round-trip instead of 3–5 file reads. Symbols, imports, calls, components, CSS tokens, coverage, markers. CLI, MCP (21 tools), HTTP, GitHub Action, ESM API. 71 recipes; AST+resolver; SARIF/audit/baselines for CI.

Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, images, QR codes, audio and video with 1,583 patterns across 117 categories and reports findings and incomplete scans. A Claude Code hook blocks secret material in tool calls and the paths and hosts your policy lists before tools run.

AI-native .NET framework — module-based handlers wired at compile time and exposed as JSON-RPC, HTTP & MCP tools. No runtime reflection.

agy-mcp: Model Context Protocol (MCP) server for Google Antigravity CLI (agy) with async supervision and completion wakes.

Quantum Content-addressed identity by construction — mint + mind, holographic merkle proofs, a reversible imprint codec, a reeducating harness, a measured billing model.

MCP server wrapping the MetaTrader 5 Python library, read market data, watch your trades, and place trades from your AI agent, with a consent/audit policy layer.

MCP server for Jira & Confluence — 22 tools, 15 resources, 5 prompts for custom fields, issue links, attachments, agile boards, sprints, versions, team calendars and sprint capacity. MCP 2026-07-28 (MCP 2.0); complements mcp-atlassian.

Nine deterministic MCP servers for federal procurement data, pricing, regulations, rulemaking, and Acquisition.gov.

Validate Nigerian postcodes in Rust, Python, JavaScript, Java, PostgreSQL, DuckDB, and Polars, with MCP servers for AI agents. Covers Nigeria's NIPOST digital postcode (NDAPS): offline validation, lookup, and reverse geocoding.

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

Manifest-driven 21-stage agent pipeline for Python — 5 LLM backends (Anthropic / OpenAI / Google / vLLM / Claude Code CLI), tools, skills, memory, sandboxed CLI runs, MCP. The engine behind Geny. Apache-2.0.

Open protocol for scoring AI investments. JSON Schema, scoring engine, MCP server. Spec under CC-BY-4.0.

Voice I/O MCP for AI coding agents — local TTS + STT, 2 tools (`voice_speak`, `voice_ask`) with ToolAnnotations

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset library. npx gopeak

Multi-agent orchestration plugin for OpenCode. 10 configurable model slots, 30 hooks, memory search, LSP diagnostics, agent-browser integration, completion controller, auto dream/distill memory consolidation. One prompt to set up and run.

Engine-agnostic MCP server shared by Unity-MCP, Godot-MCP and Unreal-MCP

Build applications for Human and AI.

Coordination layer for AI coding agents

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.

MCP coordination primitive for multi-agent workflows. LLM-agnostic, CLI-agnostic, self-hostable. TypeScript + SQLite.

MCP-driven agent presence in collab sessions: per-session micro-MCP server, pluggable bridges to fancy-* packages, agent UX (panel + on-canvas cursor).

A simple MCP server for Obsidian

Vapi MCP Server

Discover, curate, and activate skills across 12 coding agents—then hand off and coordinate work between Claude Code and Codex.

No repository description published.

The component framework for AI.

MCP server for *arr media management suite

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

MCP for Credit Karma