MCP server

Gives AI agents a shared local knowledge graph to store, search, and hand off project context and decisions across sessions.

Enables an AI agent to build, evaluate, and serve bespoke LLM inference engines on local GPUs using typed command-line tools.

Lets an AI client read and write Django admin models, run admin actions, and view change history within Django permissions.

Lets an AI client search SAM.gov entity registrations, exclusions, contract opportunities, award records, federal hierarchy, and subawards.

Search federal rulemaking dockets, proposed and final rules, and public comments, and track open comment periods via the Regulations.gov API.

Lets an AI client draw chemical structures, reaction mechanisms, 3D molecular models, and lab graphics like titration curves or spectra.

Lets an AI client manage Automox devices, patches, policies, groups, and compliance through natural-language tool calls.

Enables AI agents to perform CAD modeling, mechanical design, and multiphysics simulations using the FreeCAD Python API.

Gives AI clients long-term memory with corrections that hold, verifiable subject erasure, and an audit ledger of what the agent knew.

Provides read-only access to PostgreSQL, MySQL, and ClickHouse for exploratory data analysis and statistical profiling.

Validates, parses, and searches ADIF 3.1.7 amateur radio log records and computes geospatial data between Maidenhead locators.

Provides AI agents with 50 tools for Bitcoin fee intelligence, mempool analysis, block data, mining statistics, and transaction decoding.

Allows AI agents to play rated heads-up No-Limit Hold'em poker against house bots or other remote agents on chipzen.ai.

Enables AI agents to solve various captcha types and detect captchas on web pages via the Model Context Protocol.

Lets an AI client answer plain-language data questions by discovering BigQuery schemas and executing read-only SELECT queries.

Lets an AI client search and vet SEC-registered financial advisors, including profiles, disclosure statuses, firm fees, and credentials.

Enables AI clients to display and interact with accessible charts using sound, braille, and screen readers.

Provides semantic search over a local knowledge base to let AI clients find relevant document passages without consuming context windows.

Ask fifty verified people a five-second question and view their responses directly through your AI client.

Lets an AI client research markets, build and backtest Python trading strategies, and run paper or live multi-asset execution.