Sandbox
211 repos for r · Connectors · DataClear
redis/
mcp-redis
redis/mcp-redisConnectors

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

619
richardwhiteii/
rlm

Recursive Language Model patterns for Claude Code — handle massive contexts (10M+ tokens) by treating them as external variables

49
wise-vision/
ros2_mcp

Advanced MCP Server ROS 2 bridging AI agents straight into robotics

87
tandemai-inc/
rdkit-mcp-server

MCP server that enables language models to interact with RDKit through natural language

42

The open source, no-code MCP Server for AI-Native API Access

121
fabio-rovai/
open-ontologies

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

492
JordanGunn/
gdal-mcp

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

80

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

131

A MCP server allowing LLM agents to easily connect and retrieve data from any database

99
jgravelle/
jdatamunch-mcp

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

81
Sharan-Kumar-R/
Custom-MCP-Server

MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search.

95
RLabs-Inc/
gemini-mcp

MCP Server that enables Claude code to interact with Gemini

218
rcontesti/
IB_MCP

This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).

140

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.

46
robotlearning123/
gpt2agent

Your codex login → a full ChatGPT Plus/Pro account (every model, deep research, image gen, code exec) inside Claude Code, Codex & any MCP client. One-line install.

47
zorost/
alchemylake-databricks

Governed, provenance-sealed creative rendering for Databricks — a Streamlit App + Unity Catalog ai_render() function that turns any governed source (Sample Lakehouse, UC, Genie, or BYO data) into infographics, reports, decks, video briefings, music, and podcasts.

120
rianvdm/
lastfm-mcp

An MCP server that provides seamless access to a user's Last.fm listening data and music information via AI assistants like Claude.

47

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

44

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

383