MCP

CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.

Single-binary CLI that builds an AI agent knowledge base from git repos, Claude Code/Codex sessions, and saved links. It generates a portable markdown wiki, runs on cron, supports local Ollama mode, and exposes the result for agents via CLAUDE.md/AGENTS.md and MCP.

Open-source security scanner for AI agents, MCP servers, and agent skills. It auto-discovers installed agent components and checks them for prompt injection, tool poisoning, secrets, malware payloads, and related risks.

An MCP server that connects Claude, Cursor, ChatGPT, VS Code Copilot Chat, Zed, and Windsurf to BidSonar’s UK and EU contracts and grants index. It offers read-only search and lookup tools with links back to official records, plus OAuth-secured access and setup guides for several clients.

Open protocol for agent-consumable job feeds with MCP-native tools, discovery manifests, schemas, and a live API playground for job search and application flows.

SigMap is a deterministic grounding layer for AI code work. It generates a signature-and-evidence map, helps pick relevant files, validates coverage, and judges whether an AI answer is grounded in the repo.

CLI for catching AI-generated code smells and regressions in code. It scans changes with 40+ rules across 7 languages, offers fixes, CI gating, hooks, and MCP tools.

A general-purpose MCP bridge for Ableton Live that lets AI agents inspect and control Live sets, create and edit clips, add tracks and devices, analyze audio and harmony, and work with Max for Live audio taps.

AgentPort is a secure tool-calling layer for AI agents, with 50+ integrations, per-tool approval policies, encrypted credentials, and detailed call logs. It connects through MCP or CLI and is designed to let agents use external services without exposing secrets.

Podiom is a local-first orchestration layer for Claude Code and OpenAI Codex that keeps durable sessions, agent profiles, scheduling, and goal tracking in one workspace.

Knowl is a persistent memory server for AI coding agents. It stores facts with provenance, supports supersession when information changes, and integrates with clients like Claude Code, Cursor, and Codex through MCP.

An Android-based MCP server that lets AI models remotely control a phone through accessibility, screenshots, and file actions, with optional HTTPS and tunnel support.

An MCP server and CLI for shared notebooks for agents, with pull/commit workflows, durable S3 storage, and text-based conflict handling.

Molt is an open protocol for letting an AI agent make bounded purchases through disposable, single-use payment credentials. The repo includes a clear quickstart, MCP integration, a threat model, and a working test-mode demo.

An MCP server for AI agents that stores persistent long-term memory in OKF format and searches it with SQLite FTS5.

MCP server that lets AI agents control labgrid-managed embedded hardware labs through 47 tools, including power, console, flashing, muxing, SSH, and place management.

Open-source, local-first audit trail and detection layer for AI coding agents. It records tool calls from Cursor, Claude Code, Codex, and MCP servers, adds MITRE ATT&CK tags, correlates risky sequences, and can forward events to SIEM tools like Loki, Elastic, and Splunk.

A privacy-first personal finance app for Canada and the USA with budgeting, net worth tracking, goals, bill tracking, investment monitoring, and an official MCP integration.

A curated-taste API for architecture, art, design, and photography, with both REST endpoints and a native MCP server for AI agents. It offers search, similarity, provenance, and taste metadata across 2,500+ hand-selected projects, plus free keys and documented pricing.

DeepSQL is a self-hostable AI DBA agent for Postgres and MySQL that monitors workloads, rewrites slow queries, recommends indexes and materialized views, and connects through CLI, MCP, and Slack.

A self-hosted email client on Cloudflare Workers with an AI agent for reading inboxes, searching conversations, and drafting replies. The project includes deployment and setup instructions, feature details, and a clear Cloudflare-based architecture.

OpenScience is an open-source AI workbench for scientific research. It can read papers, plan hypotheses, write and run code, manage experiments, query scientific databases, and present results in a browser-based workspace.

A transparent MCP proxy and terminal UI for watching real client-to-server tool calls, inspecting frames, replaying captured calls, and debugging live JSON-RPC traffic.

An MCP server that gives AI agents access to 8,500+ curated awesome lists and 1.3M+ resources, with hosted and local setup options plus tool docs and example queries.