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MCP servers tagged python
10K live MCP servers tagged "python", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with python.
LangValidator
Self validating LangGraph agent pipeline: every agent output passes through a checkpoint node that scores it and routes to pass, retry with feedback, or halt. Includes rule based,…
Embedbase
Local-first document embedding and retrieval platform with a REST API and MCP server for LLM agents. Supports hybrid BM25 + semantic search across workspaces and collections, with…
Food Science Kb
Food-science knowledge base and R&D copilot: GraphRAG, structured extraction, equations, tables and figures. Includes the tool, skill, playbook and MCP connector.
Triforge
One install, three MCPs: graph chat memory + semantic code search + backend. Benchmarked with claude-haiku-4-5: -19% tokens & 23× faster on memory-recall questions.
Shinhan I Indie MCP
Unofficial Shinhan Indi MCP trading gateway (not affiliated with Shinhan Securities)
Synara MCP
Cross-session memory for MCP agents — episodic + semantic, recall ranked by a successor-representation prior.
Codex Multi Agents Loop
Codex-native multi-agent engineering loop for software projects: structured evaluation, bounded iterations, SQLite state, artifacts, and project memory.
StoryForge Agent
Plan → search → revise thin results → brief → HITL → shoot-ready script. | S, t, r, e | Tracked repository files: 22; Python modules: 17
Iso Evidence MCP
MCP server to automate audit evidence: read a task from Notion, capture authenticated GitHub screenshots with Playwright, and upload them back to the page. Built for ISO 27001.
Dhis2w
DHIS2 toolkit for Python — client, CLI, MCP server, browser automation.
Maxwells Defense
Adaptive proof-of-work defense for AI agents. Asymmetric thermodynamic cost: attackers dissipate, defenders verify in O(1). Reference implementation of T-IB-09 (Adversarial Dissip…
Agentic AI Project Find Deal Opportunities
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
DroidPuppy
A bridge between an awesome puppy and his stalwart companion: an Android/Termux automation + AI-agent control layer for driving a phone from Code Puppy.
Agenium Python
Python SDK for AGENIUM — AI agent identity, discovery & trust. MCP-compatible. pip install agenium
Ascii Avatar
Cyberpunk ASCII avatar companion for Claude Code — animated terminal face + local TTS in a tmux pane
Job Recommender System
AI job recommender using Streamlit, OpenAI, Gemini & Apify for LinkedIn & Naukri job matching
Autoresearch MCP Codex
Frozen Evaluation 기반 자율 반복 개선 AutoResearch MCP 에이전트 시스템 | AutoResearch MCP agent system for autonomous iteration with frozen evaluation
Murbrain
🧠 Neuroscience-inspired memory for AI agents. No LLM. No vector DB. Pure Python + SQLite.
Podcast Transcriber
Transcribe any podcast episode — CLI + MCP server. Three tiers: Gemini (speakers + tone), OpenAI Whisper API, or free local Whisper. Works on Mac, Windows, Linux.
Quorum Gate
Speculate in isolation; promote on verification. Run checks on a throwaway branch; only promote proven changes.
Manim Server
FastAPI and MCP service for trusted Python Manim rendering
Chessplaza
A virtual chess plaza with AI-powered chess hustlers, each with their own unique personality and playing style.
A2 DIALECTICAbyTACITUS
Archived: earlier Python DIALECTICA prototype. Current engine: sargonxg/A3_DIALECTICAbyTACITUS_v3.
PanchayatAI
PanchayatAI
Lcp
A lightweight Python SDK that inspects and converts installed packages into a standardized JSON manifest. Scan, validate, serve, and analyze API documentation with an optional AI‑…
LLM Redteam
面向中文场景的开源 LLM 红队测试工具 | An open-source red team toolkit for LLM applications, covering prompt injection, jailbreak and info leakage attacks, with OpenAI/Dify/MCP adapters and LLM-a…
Thebardchat
A concrete dispatch operator in Alabama building local AI for the 800M people Big Tech left behind. Faith. Family. Sobriety. Raspberry Pi 5. All local. All yours.
Research Agent Memory
Local-first, auditable, human-governed memory and learning layer for AI agents.
AI Company Os
HumanAbsent: your local AI coding agents work while you're away; delegate from Telegram, approve risky writes, and return to a Morning/Audit handoff.
Tooli
The agent-native CLI framework for Python. Write one function, get a CLI, an MCP tool, and a self-documenting schema.
AI Test Pilot
LLM-driven test generator: schema-validated scenarios → runnable pytest & Playwright tests, with typed-input construction, golden/characterization mode, failure triage, and an MCP…
MinionOS
Local-first memory OS for AI agents , extracts entities, relationships, and facts into a local SQLite knowledge graph
Discord Record Search
Entirely AI-coded project intended to explore the strengths & limitations of current AI systems while creating a complex application with real use cases. The application provides…
Heuris BioMCP
BioMCP - Comprehensive MCP server for bioinformatics and life sciences
Icu Triage Agent
3-agent A2A autonomous ICU triage system — SOFA/NEWS2 scoring, MCP tools, Groq/Llama 3 inference, Streamlit dashboard
Linafish
Make any AI know you. A cognitive overlay for AI. pip install linafish
Employee Md
📋 Open standard for AI agent employment contracts — YAML spec, JSON Schema, Python CLI validator, runtime SDK
Friday AI
🤖 Enhanced AI Web Assistant Features: ✓ AI Chat with multiple thinking depth levels ✓ File & image upload support ✓ Web Search functionality ✓ Project management system ✓ Task…
Atf
Universal Memory & Persistence Layer for AI Coding Agents and MCP
Adaptive Agent Harness
Portable adaptive-agent runtime and harness with durable operations, programmable workspaces, RLM, and MCP.
RoshniAI
Multi-Agent AI University Guide built using Python, Flask, MCP, and Groq for the Google × Kaggle AI Agents Course.
Kimss Forge
Kimss Forge - MIT open-source agent harness. Any model free; gateway=kimss for production governance.
Mnemochain
Append-only, hash-chained memory and semantic recall for AI agents - local-first, citation-backed, with replay and tamper verification.
Agent Recipes
Governed procedural memory for AI agents — turn corrections, source material, and proven workflows into review-gated, versioned recipes agents can safely retrieve, lock, execute,…
Neeh SDK
Agent-native digital ink SDK and protocol stack for structured, editable handwriting: stable strokes, deterministic analysis, bounded context retrieval, validated editing tools, U…
Cyber Turtle Studio
High-Precision Turtle Graphics, L-System Fractal Synthesizer, CNC G-Code Plotter, and Studio (design influenced by Material 3)
Glom Continuity
Recaloom (formerly glom-continuity): local project checkpoints and reviewable handoffs for AI assistants. CLI + optional MCP.
Runcoach AI
Local-first AI running coach for Garmin data, powered by an existing Claude subscription instead of an API key. Deterministic readiness engine, allowlisted agent, prompts tested l…
Capbroker
A local, self-hosted capability broker for AI agents -scoped, signed, expiring capability tokens instead of raw API credentials.
Claude Adapter
Local Anthropic Messages API look-alike backed by the Claude Code CLI and your own subscription. Personal use; not affiliated with Anthropic.