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Back to inkeep/mcp-server-python

Open-source alternatives to Mcp Server Python

30 open-source projects similar to inkeep/mcp-server-python, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best Mcp Server Python alternative.

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    Memori is an AI agent memory middleware platform designed to provide persistent, context-aware recall for language models. It functions as a non-intrusive layer that intercepts outbound model requests to automatically capture interaction history and execution traces, ensuring that agents maintain continuity across sessions without requiring modifications to existing application logic. The platform distinguishes itself through a dual-model storage architecture that maintains information as both structured relational primitives for precise fact retrieval and rolling narrative summaries for situ

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    Agent-S is a multimodal AI agent and LLM desktop automation framework designed to control operating systems through graphical user interface interactions. It functions as a computer use interface, utilizing vision-language grounding to translate natural language goals into precise screen coordinates and system actions. The project differentiates itself by combining structured accessibility tree inspection with vision-based element localization. It manages cross-application workflows by mapping conceptual descriptions to physical pixels and simulating low-level keyboard and mouse events to mov

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    aaronriekenberg/rust-parallel

    305Ver en GitHub↗

    Fast command line app in rust/tokio to run commands in parallel. Similar interface to GNU parallel or xargs plus useful features. Listed in Awesome Rust utilities.

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    Television is a terminal-based search launcher that provides real-time fuzzy matching across multiple data sources, including files, git repositories, environment variables, shell history, and custom user-defined channels. It presents a multi-panel terminal interface where search results, previews, and input are displayed simultaneously, with a frecency-based ranking engine that combines match quality with the frequency and recency of past selections to surface the most relevant entries. The project is built around a declarative, TOML-driven architecture where search channels, previews, and a

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    Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

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    Thoth is a fast, desktop JSON/NDJSON viewer built with Rust egui. It opens ~500 MB files by lazily parsing only visible/expanded nodes, keeps the UI responsive with an LRU cache and parallel search, and ships with an Catpuchin-themed light/dark UI.

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    Dejavu is a containerized administration panel and web interface for managing data within Elasticsearch and OpenSearch clusters. It serves as a search index management tool for browsing, editing, and deleting records through a visual explorer rather than raw API queries. The project distinguishes itself by providing a search interface prototyping tool. This allows users to visually design search screens to test result relevancy and export the final layout configuration as usable code. The tool covers broad data management capabilities, including structured data import from CSV or JSON files

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