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Search: protocol · Language: Python · clear

RekklesNA / ProxmoxMCP-Plus

Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.

★ 602 Python 1d ago
DevnorsAI / devnors-data-mcp

Devnors Data - MCP Server: MCP,Model Context Protocol,Claude,Cursor,WorkBuddy,接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,被执行人,关键词指数,微信指数,WeChat Index,热搜榜,微博热搜,抖音热搜,快递查询,Express Tracking,统一查询,/v1/data/query,API Key,AI Agent,LLM

★ 585 Python 1mo ago
MaxFreedomPollard / Compartment

Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

★ 584 Python today
fkie-cad / friTap

Simplifying encrypted traffic analysis for researchers by making protocol decryption effortless.

★ 558 Python 21d ago
avansaber / seo-monster

SEOMonster: a local, user-credential-driven MCP server for SEO workflows over Google Search Console, GA4, PageSpeed Insights, and Cloudflare. Read-first, open source.

★ 558 Python 2d ago
rylena / sshdesk

A full interactive remote desktop delivered entirely through SSH and displayed directly in your terminal.

★ 535 Python 1mo ago
mbillow / localthings

Control your Samsung appliances from Home Assistant over your home network, with no cloud account.

★ 533 Python 2d ago
Opentrons / opentrons

Software for writing protocols and running them on the Opentrons Flex and Opentrons OT-2

★ 525 Python today
pab1it0 / prometheus-mcp-server

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

★ 519 Python 1d ago
graygnatconsole / mcp-audit-tool

🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.

★ 518 Python 24d ago
aoyunyang / spider-king-skill

Protocol-first reverse engineering skill for turning hostile web clients into pure-protocol Python collectors.

★ 516 Python 5d ago
Cranot / roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

★ 516 Python today
phoenix-zhou / multi-agent

A multi-agent travel assistant system built using the **Agent2Agent (A2A)** protocol and **MCP (Model Context Protocol)**

★ 490 Python 2mo ago
reality-opened / openreality

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

★ 408 Python today
activeing123 / mcptoon

One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI:管所有 MCP 工具与技能,工具发现省 99.2% token。

★ 355 Python today
scaleapi / agentenv-framework

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

★ 338 Python today
fidetolabs / qanat

A data platform for investment research. Ingests financial data sources and computes point-in-time financial metrics for valuation and screening. Delivered as an MCP server.

★ 319 Python 1d ago
Simreal-AI / Simreal-MLBench

[Public preview] Externally scored agentic ML research benchmark: 60 tasks, real competition ground truth. Open protocol, operated evaluation.

★ 301 Python 26d ago
dengyier / OpenWorkProof

Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems

★ 287 Python 1mo ago
lotchuazzz-crypto / papergraph-mcp

PaperGraph MCP turns math papers into evidence-grounded reading maps for AI agents: extract results, trace proof evidence, plan reading order, and review external dependencies without guessing.

★ 287 Python 2d ago
ADWMC / helm-d

DeepSeek Harness 破甲一体化安全分析插件:Android · Web · Native · Protocol · Malware · AI-Security 全领域聚合(9 bundle + 1 preset)

★ 269 Python today
dagoSte / squadra

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

★ 256 Python today
sparkgeo / geo-mcp-servers

A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the commercial location platforms.

★ 237 Python 4d ago
1105216375-alt / resimind

Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.

★ 228 Python 5d ago
fellowgeek / mcp-memory

An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

★ 219 Python 1mo ago
petershifi123-wq / solve-lite

CoreML-native local decision runtime for AI agents · 18 install profiles · 20-scenario protocol · offline · ~50.93 MB · by Soulite Magic

★ 219 Python 22d ago
aroum / fm1-custom-fw

M-VAVE FM-1 resource hub: custom firmwares directory, docs, MIDI SysEx protocol tools & firmware flasher

★ 218 Python today
morluto / flameox

Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.

★ 217 Python 1d ago
hirotomasato / yowes

Generate realistic teacher documents (ID cards, licenses, letters) for 13 countries via MCP.

★ 214 Python 1mo ago
Goncafer47 / Stablecoin-Payment-Gateway

Self-hosted, non-custodial stablecoin payment gateway with x402 and invoice checkout. Accepts USDC, USDT, PYUSD and DAI across 8 networks with QR payments, payment links, settlement tracking and signed webhooks. REST API, micropayments, exports, zero platform fees and no KYC. Python, cross-platform.

★ 197 Python 1d ago
AIpRoBuilder / FlowX

MCP server and Python SDK that generates, runs and refines AI agent workflows from natural language (Generative Workflow, A2A, FastAPI).

★ 156 Python today
apimart001a / llm-gateway-comparison

LLM gateway comparison: self-hosted and managed AI API gateways compared on protocol compatibility, billing units, timeout and retry semantics, idempotency, quotas and observability.

★ 155 Python 1mo ago
OSINT-Experts-Society / Consensus-OSINT

🔎 Username, email & phone OSINT — 9,700+ lookup checks from 19 projects, with profile enrichment, bulk searches, evidence graphs and expert-reviewed updates.

★ 154 Python 3d ago
js713-lab / sonic-match-mcp

MCP server that watches video footage and returns license-safe BGM matches, hook windows, and ffmpeg ducking specs for agents.

★ 153 Python 10d ago
bybit-exchange / kaas

Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.

★ 151 Python 1mo ago
semrincaballero / Polymarket-Prediction-Bot

Polymarket trading bot for prediction markets — browse CLOB markets, watch the order book in the terminal, run edge detection, liquidity provision and cross-market arbitrage strategies with paper trading and risk limits. Educational open-source toolkit — not financial advice. Unofficial community project, not affiliated with Polymarket.

★ 151 Python today
EvannZhongg / Nosis

Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in toolset, Skill / Plugin / MCP extensions, one runtime shared by GUI and TUI, and file-persisted sessions, plans, and memory.

★ 149 Python 1d ago
wanmol / goal-flow

Graph-Orchestrated Agent Loop — a production-grade framework on LangGraph. Combine workflow graphs and agent loops, transpile Dify DSL to runnable code, swap wire protocols (Dify/OpenAI).

★ 142 Python 2mo ago
sepehr071 / awesome-iran-mcp

24 MCP servers (385 tools) that give AI agents the Iranian web: Digikala, Torob, Divar, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman.

★ 135 Python today
oc8-ai / oc8

Open-source AI business orchestration platform for running governed AI agents across ERP, CRM, Microsoft 365 and other business systems.

★ 127 Python today
Inverx / com.zjwh.android_wh_physicalfitness

运动世界校园纯 Python 协议实现,包含 NetSecKit 4.2.4、GeeTest v4、全链路协议分析与自动化套件,脱离 Android App 与 Native SO 依赖。

★ 123 Python 3d ago
jklthinking / retinue

Self-hosted coordination for AI workers: per-task graphs, device/model timelines, progress receipts, and source-aware usage. MIT.

★ 117 Python 12d ago
Weber-GeoML / Choir

An open protocol for distributed multi-agent autoformalization.

★ 117 Python 3d ago
limenagent / prodagent

A minimal, readable agent-framework kernel — understand how LangGraph/ADK work under the hood. 1800行代码的 agent 框架内核,理解 LangGraph/ADK 底层的工作原理

★ 114 Python 12d ago
vstorm-co / agenticos

Open-source AI teammates for your company. The self-hosted agent layer: build, run and govern AI agents on your own servers, models and rules. RAG, skills, a real browser, 4,700+ MCP servers and an API, with budgets, approvals and an audit trail. Apache-2.0, built on Pydantic AI.

★ 110 Python today
llopresto87 / Cypress

CYPRESS (Contextual Yield Protocol for Routed Expert Seed Systems) — a project- and vendor-agnostic multi-agent seed for AI coding tools. Drop it into any repo to give agents a large number of per-role expert team, named protocols, a progressive-discovery knowledge graph, and spec- and test-driven discipline by default.

★ 105 Python 6d ago

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