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Top 23 Python mcp-client Projects
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Project mention: Four Iceberg Tools, Three Agent Frameworks: What Ports, and What Doesn't | dev.to | 2026-09-15
Agents over Iceberg. An AWS Labs MCP server for S3 Tables, MCP-over-Iceberg patterns and a multi-cloud lakehouse architecture exist; none publish correctness or latency measurements.
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AppSignal
AppSignal knows why the f*#k it crashed. Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.
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Try https://www.klavis.ai, which is a open source MCP integration platform.
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NagaAgent
A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.
Project mention: Top 10 OpenClaw Development Patterns and Architecture Best Practices | dev.to | 2026-02-18Repository: https://github.com/RTGS2017/NagaAgent Architecture Pattern: Orchestrated Multi-Agent System
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npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Project mention: We are building data breach machines and nobody cares | news.ycombinator.com | 2026-03-10 -
mcp-client-for-ollama
Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.
Project mention: Meta Llama MCP Servers — AI Agents for Llama 4, Ollama, and the Open-Weight LLM Ecosystem | dev.to | 2026-03-25GitHub: jonigl/mcp-client-for-ollama — 577 stars, 85 forks
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mcp-gateway
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents. (by lasso-security)
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ebook-mcp
A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.
Project mention: A MCP server that supports mainstream eBook formats including ePub, PDF and more | news.ycombinator.com | 2026-06-26 -
azan-mcp
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.
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omnicoreagent
An agent runtime for Python. Give your agent real work. Keep control: every action checked before it runs, every run survives a crash without silently redoing anything, every step on the record.
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It's live on openrouter now.
In my personal benchmark it's bad. So far the benchmark has been a really good indicator of instruction following and agentic behaviour in general.
To those who are curious, the benchmark is just the ability of model to follow a custom tool calling format. I ask it to using coding tasks using chat.md [1] + mcps. And so far it's just not able to follow it at all.
[1] https://github.com/rusiaaman/chat.md
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ipybox
Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.
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SirChatalot
A Telegram bot that proves you don't need a body to have a personality. Works with any OpenAI-compatible LLM; agentic tools, MCP, RAG over your files, memory, vision, voice and image generation.
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In this post, we explore how Claude Code, when augmented with Skills and operating inside the MXCP framework, addresses this challenge by deliberately restricting the coding space and reinforcing correctness through structure and feedback. Skills provide concrete, in-context knowledge about how MXCP is intended to be used, while the framework constrains generation to a small set of well-defined, valid operations and enforces schemas, constraints, and operational guarantees. In real-world projects, this combination has enabled Claude Code to generate even complex MXCP-based MCP servers with minimal guidance, reducing development timelines from weeks to days while increasing confidence in correctness and stability, and providing a predictable path toward production-ready systems.
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synapse-ai
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.
Project mention: Open source DAG for managing multi-agent pipelines | news.ycombinator.com | 2026-04-22 -
GUI-MCP
A Blueprint-style visual node editor for creating FastMCP servers. Build MCP tools, resources, and prompts by connecting nodes - no coding required.
Project mention: Show HN: Unreal Blueprint-Like MCP Server Builder (No Coding Knowledge Required) | news.ycombinator.com | 2025-12-10 -
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python mcp-client discussion
Python mcp-client related posts
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Show HN: MCP-use v2 rebuilt from scratch for stateless 2026-07-28 MCP spec
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I Stopped My AI From Making Up AWS Answers With One Command
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One Tool Call Away From a $10,000 AWS Bill
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Show HN: How we made MCP development feel good
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Why Your Diffusion Model Is Slow at Inference (And It's Not the UNet)
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Meta Llama MCP Servers — AI Agents for Llama 4, Ollama, and the Open-Weight LLM Ecosystem
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Data Warehouse & Lakehouse MCP Servers — Snowflake, BigQuery, Databricks, ClickHouse, DuckDB, Redshift
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A note from our sponsor - SaaSHub
www.saashub.com | 13 Oct 2026
Index
What are some of the best open-source mcp-client projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | mcp | 9,765 |
| 2 | klavis | 5,808 |
| 3 | core | 3,093 |
| 4 | NagaAgent | 1,543 |
| 5 | npcpy | 1,514 |
| 6 | mcp-client-for-ollama | 828 |
| 7 | multimodal-agents-course | 581 |
| 8 | mcp-gateway | 395 |
| 9 | ebook-mcp | 395 |
| 10 | azan-mcp | 380 |
| 11 | omnicoreagent | 252 |
| 12 | Embody | 197 |
| 13 | chat.md | 160 |
| 14 | sample-agentic-ai-demos | 103 |
| 15 | ipybox | 76 |
| 16 | SirChatalot | 72 |
| 17 | mxcp | 68 |
| 18 | Intelli | 55 |
| 19 | agentcat-python-sdk | 53 |
| 20 | tinyagent | 52 |
| 21 | mcp-server-fuzzer | 46 |
| 22 | synapse-ai | 41 |
| 23 | GUI-MCP | 26 |
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Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.
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