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THE FIRST COLLECTIONHigh-performance code intelligence MCP server that indexes codebases into a persistent knowledge graph for AI coding agents. Supports 162 languages via tree-sitter, sub-millisecond structural queries, 15 MCP tools, and ships as a single native binary with no runtime dependencies.
Mac Developer Bridge is an open-source MCP server that gives ChatGPT direct access to your Mac's shell, filesystem, PTY sessions, background jobs, Codex history, and optionally background Chrome automation.
The official Python SDK for the Model Context Protocol (MCP), enabling the creation of standardized servers and clients for LLM applications.
Ruflo is an agent meta-harness for Claude Code and Codex that enables multi-agent swarms, self-learning memory, RAG integration, federation, and extensive plugin ecosystem to build coordinated AI workflows.
openstatus is an open-source uptime monitoring and status page platform built around infrastructure as code. Monitors, status pages and notification channels are declared in YAML or Terraform, applied via CLI or CI, and managed through an API, MCP server or AI assistants. It offers 28 global check regions, incident communication and self-hosting options.
Read-only-by-default Model Context Protocol (MCP) server for Microsoft SQL Server, providing metadata discovery, parameterized SELECT-only queries, execution plan analysis for slow query diagnosis, profile-based multi-connection configuration, and optional per-profile write access, shipped as a .NET NuGet tool.
Unofficial CLI and MCP server for UPC's Blackboard Learn: query courses, assignments, grades, announcements, and materials from the terminal or AI assistants like Claude, Cursor, or Copilot, without university OAuth keys.
An MIT-licensed family of independent TypeScript packages that convert losslessly between OOXML, OpenDocument, Markdown, EPUB, PDF, RTF and legacy formats through one shared Zod schema, with a CLI, MCP server and web UI built on top.
Hosted MCP server providing Claude, Cursor and other AI agents with live website analytics, A/B testing, funnel analysis, heatmaps and paid-ads attribution resolved to Stripe revenue. Includes 12 marketing skill prompts for conversion optimization, copywriting, SEO and more.
Iris is a local-first MCP server that scores AI agent runs for quality, safety, and cost using 20 built-in deterministic rules, an optional LLM judge, and a web dashboard — all on your machine with no account or telemetry.
Orrery is an architect-first orchestration system for coding agents, ensuring precise model pinning, consented writes, and fail-closed operations. It delegates implementation to specialized AI roles (Astra, Terra) while the human architect retains control over requirements, architecture, and verification, with a read-only advisor (Sol) for final review.
Loctree is a fast, multi-language static analysis tool and MCP/LSP server designed to provide structural code intelligence for AI agents and developers, offering dependency graph queries, dead export detection, and circular import analysis.
Lightswind UI is an English-documented React component library distributed as source code via a CLI. It provides 160+ animated, accessible components and an MCP server for AI coding tools, with MIT-licensed core components and optional Pro content.
Open Kioku is a local repository intelligence tool for AI coding agents. It indexes codebases locally to provide context, generate bounded edit plans, and verify actual diffs against those plans.
Official Python SDK and CLI for the DiscoLike API — a business web search engine indexing 80M+ websites. Discover target accounts, match company names to domains, enrich lists, and find contacts from Python or the terminal.
jarvis (jarvis-mcp) is a local-first code intelligence MCP server for coding agents: it precomputes SCIP navigation, a Tree-sitter declaration baseline, Zoekt lexical search and optional semantic vectors, then serves nine read-only tools over stdio, keeping all data in a local directory.
secretgenerator is an auditable CSPRNG‑backed credential generator for AI agents and machine‑readable pipelines. It provides stable JSON schema, NIST entropy floors, SLSA 3 and cosign signed releases, with CLI and libraries in Go, Python, Rust, and an MCP server.
Serena is an MCP toolkit that gives AI coding agents IDE-like semantic code retrieval, editing, refactoring, and debugging capabilities, supporting over 40 languages via language servers or a JetBrains plugin.
AWS Labs' open-source collection of Model Context Protocol (MCP) servers for AWS services, enabling AI assistants to interact with AWS APIs securely.
MCP server and CLI tool that gives coding agents a structural map of codebases across 20+ languages using tree-sitter, reducing token usage by up to 75% compared to grep-based exploration.
