MemPalace/mempalace
MemPalace is an open-source, local-first AI memory system that stores and retrieves conversation history verbatim using semantic search, supporting pluggable backends like ChromaDB and integrating ...
Awesome MCP › Knowledge & Memory
akalaric/mcp-wolframalpha
MCP Wolfram Alpha connects chat applications to Wolfram Alpha's computational knowledge engine, which evaluates mathematics, answers scientific and unit-conversion questions and returns curated data with structured results rather than search links. Routing such questions to Wolfram Alpha rather than the model is a correctness measure: a language model asked to integrate a function or convert between obscure units produces a plausible answer, while Wolfram Alpha computes one. The repository is notable for shipping both halves. Alongside the server there is a working MCP client example built on Gemini through LangChain, demonstrating how a non-Anthropic model connects to an MCP server, and a Gradio web interface for interacting with the two together — making this readable as a tutorial on the client side of MCP, which is less commonly demonstrated than the server side. The architecture is described as modular and extensible to further APIs, and multiple concurrent clients are supported. It is a Python project requiring a Wolfram Alpha AppID, available free at low volume. The audience is people who want reliable computation in an assistant, and developers looking for a complete worked example of an MCP client driving a non-Claude model.
https://github.com/akalaric/mcp-wolframalpha
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