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Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.

An open-source MCP server that gives AI assistants full read-write access to Figma, enabling creation, editing, and deletion of designs directly without plugins or API keys.

Enables you to audit your AI agent skills by running each one against an agent that cannot see it, diffing the resulting artifacts, and grading whether each skill genuinely improves, changes nothing, or worsens the output.

Enables undetected Chrome automation and JavaScript reverse engineering through SeleniumBase's CDP Mode, allowing MCP clients to control browsers and inspect page scripts.

Enables interaction with the Officient HR API to manage people, days off, and salary slips through natural language.

MCP server providing 17 keyless, pay-per-use web-data tools with signed-provenance receipts, enabling AI agents to autonomously fetch, extract, and verify web content on Base mainnet.

Enables fast text classification using Model2Vec static embeddings with 10 default categories (technology, business, health, etc.), supports custom category management, batch processing, and provides both local and remote deployment options.

A Model Context Protocol (MCP) server for academic paper search and analysis. This tool helps researchers quickly find, analyze, and extract information from academic papers using open data sources.

Provides MCP tools for rolling dice and adding two numbers, usable by MCP-compliant clients like Claude Desktop.

An MCP server for inspecting and interacting with Pydantic models and Python type contracts. It enables LLMs to perform deterministic validation, schema generation, model explanation, and Pydantic v1 to v2 migration analysis.

🚧 This project is currently under development 🚧

Generates and queries a graph representation of a codebase to identify entities and their relationships, such as function calls and inheritance. It supports multiple languages including Python, JavaScript, and Rust to help users navigate and understand complex code structures.

Enables publishing posts to a Telegram channel via an MCP tool, designed for scheduled content delivery and integration with Claude.

Builds a queryable knowledge graph from a pack of repos, papers, and notes, and serves it to agents via MCP, enabling search, source reading, and neighbor exploration.

Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch services, enabling LLMs to build full stack solutions by interacting with the Aiven ecosystem.

Generates and downloads charts using QuickChart.io through Claude Desktop and other MCP clients.

Enables running aider as a detached background process with git and file tools, allowing LLMs to start code editing processes and check progress asynchronously for agentic swarm behavior.

Enables AI assistants to read and edit Excel files and perform PostgreSQL queries, streamlining data analysis workflows.

Single-file Tor/.onion access layer for AI agents — 18 search engines, Robin OSINT pipeline, 4 LLM modes, MCP server

Enables natural language control of Crestron 4-Series AV systems via MCP tools, connecting Claude to a processor over TCP with TLS authentication.