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Search: model-context · Language: Python · clear

oc8-ai / oc8

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

▲ ~7/7d ★ 128 Python today
Stupidoodle / swissdevjobs-cli

Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸🇨🇦🇳🇱🇫🇷) from your terminal or AI agent — zero-dependency Python CLI + MCP server + Claude Code plugin

▲ ~7/7d ★ 103 Python 1mo ago
doobidoo / mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

▲ ~0/7d ★ 2.0k Python today
NVIDIA-AI-Blueprints / video-search-and-summarization

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

▲ ~0/7d ★ 1.9k Python today
awslabs / cli-agent-orchestrator

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

▲ ~0/7d ★ 1.5k Python today
CodeAbra / iai-personal-memory-engine

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.

▲ ~0/7d ★ 911 Python 4d ago
riponcm / projectmem

Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

▲ ~0/7d ★ 868 Python 18d ago
Anil-matcha / open-agent-connector

Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or REST.

▲ ~0/7d ★ 843 Python 1d ago
jonigl / 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.

▲ ~0/7d ★ 831 Python 8d ago
agentic-box / memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

▲ ~0/7d ★ 744 Python 1d ago
wshobson / maverick-mcp

Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.

▲ ~0/7d ★ 707 Python 3d ago
dbt-labs / dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

▲ ~0/7d ★ 610 Python today
MaxFreedomPollard / Compartment

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

▲ ~0/7d ★ 584 Python today
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.

▲ ~0/7d ★ 558 Python 3d ago
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.

▲ ~0/7d ★ 519 Python 1d 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.

▲ ~0/7d ★ 516 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.

▲ ~0/7d ★ 319 Python 1d ago
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.

▲ ~0/7d ★ 256 Python today
hirotomasato / yowes

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

▲ ~0/7d ★ 214 Python 1mo 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.

▲ ~0/7d ★ 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.

▲ ~0/7d ★ 151 Python 1mo ago
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.

▲ ~0/7d ★ 149 Python today
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.

▲ ~0/7d ★ 135 Python today
jklthinking / retinue

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

▲ ~0/7d ★ 117 Python 12d ago
jangtrinh / design-os-3d-blender

AI agent operating system for Blender 5.2: bpy knowledge base, AGENT_OK execution contract, 3D-print production gate, worked keyboard and desktop-robot builds.

▲ ~0/7d ★ 102 Python 1d ago
baihua2471 / mcd-expiry-butler

看看哪些麦当劳权益快到期,哪些值得用,哪些不用为了到期硬消费。基于麦当劳官方 MCP 的 WorkBuddy Skill:只读查询优惠券与积分,按预算给出最多两套经官方接口试算的用餐方案。McDonald's coupon & points expiry assistant — a WorkBuddy Skill on the official McDonald's MCP. Read-only queries, official price calculation, max 2 budget-friendly plans.

▲ ~0/7d ★ 101 Python 9d ago
janetom645-coder / mcd-buddy

麦门四重奏 McQuartet · 一个 Skill 装四个玩法:修行录 / 团餐指挥官 / 隐藏菜单实验室 / 每日运势签。基于麦当劳中国官方 MCP,187 个测试全绿,离线演示可一键复现。

▲ ~0/7d ★ 97 Python 10d ago
bsab / italia-mcp-servers

Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro.

▲ ~0/7d ★ 92 Python 1mo ago
harish-gaggar / mcp-server-gateway

MCP gateway & OAuth MCP servers. LangGraph agent: memory, eval/tracking, PII guard, context trimming. Docker quick start for enterprise agents.

▲ ~0/7d ★ 90 Python 17d ago
hike-lab / public-data-lens

MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find, compare, and assess datasets with explicit evidence, JSON-LD/DCAT metadata, and versioned deterministic rules.

▲ ~0/7d ★ 85 Python 13d ago
RollingGo-AI / RollingGo-Hotel-MCP-Global

Official RollingGo Hotel Booking MCP Server. 2M+ hotels at wholesale rates, 40+ LLM compatible. Free unlimited calls for businesses & individual devs. Filter by location, date, star grade, guests & tags; pull real-time room types, pricing & cancellation rules.

▲ ~0/7d ★ 84 Python today
zhutoumeme / mcd-git

用 git 命令点麦当劳:add 放购物车,rebase 凑最省,push 确认后才下单;card 生成 1024 吃麦贡献图(3D 汉堡天际线 / 年度小票)。基于麦当劳 MCP Server,附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。

▲ ~0/7d ★ 83 Python 8d ago
SupercmoHQ / superCMO-skills

Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

▲ ~0/7d ★ 82 Python today
friday-memory / friday

The open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia.

▲ ~0/7d ★ 68 Python today
bsab / france-mcp-servers

A curated catalog of Model Context Protocol servers for French data, laws, and services.

▲ ~0/7d ★ 62 Python 1mo ago
scarletkc / Perenna

A lightweight, Git-backed permanent memory for AI agents.

▲ ~0/7d ★ 61 Python 1mo ago
neuronto / agentic-resource-discovery

Neuronto Agentic Resource Discovery (ARD) Index. Federated search across every public ARD registry, plus a verified tool index read from each MCP server's own tools/list, hybrid lexical and semantic retrieval, and ARD-Bench.

▲ ~0/7d ★ 59 Python 17d ago
bsab / sweden-mcp-servers

A curated catalog of Model Context Protocol servers for Swedish data, laws and services.

▲ ~0/7d ★ 55 Python 28d ago
RollingGo-AI / RollingGo-hotel-MCP-CN

RollingGo官方酒店MCP,200万酒店实时库存直连,11万直签,渠道专属价,兼容40+主流大模型代理。企业和个人开发者均可免费申请,无调用上限。可按地点、日期、星级、人数、标签等条件搜索酒店,返回候选酒店及展示价。可查询指定酒店的实时房型列表、价格计划和取消政策。

▲ ~0/7d ★ 48 Python 7d ago
MichaelS1011 / ephemora-cell

Ephemeral, stateless, capability-bound execution for untrusted AI and agent-generated code.

▲ ~0/7d ★ 48 Python 5d ago
PyModel / jev-judge-mcp

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, or escalate.

▲ ~0/7d ★ 48 Python today
kyungseo / learnstead

Local LLM·RAG·AI Agent·바이브 코딩을 개념부터 실습과 검증까지 다루는 학습 자료

▲ ~0/7d ★ 45 Python 1mo ago
sauravsingla / agentweave

Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.

▲ ~0/7d ★ 42 Python 23d ago
00200200 / usagetrim

Fast local CLI and MCP tool for compacting verbose test runners and build output.

▲ ~0/7d ★ 42 Python today
RankSpotAI / awesome-seo-mcp

A curated list of MCP servers for SEO. Search Console, keywords, backlinks, crawling, SERPs and AI search visibility, verified with install details and auth requirements.

▲ ~0/7d ★ 39 Python 1d ago
isabelpapaya / MCP-Server-Lighter

MCP server for Lighter — a Model Context Protocol server that lets Claude, Cursor and Cline query Lighter (lighter.xyz) volume, points, rank and airdrop eligibility in natural language. Read-only — public endpoints only, no keys. Unofficial community project, not affiliated with Lighter.

▲ ~0/7d ★ 38 Python 2mo ago
icyberdeveloper / tbank-mcp

Unofficial MCP server for T-Bank (Т-Банк, ex-Tinkoff) mobile banking: accounts, cards, transfers, bill pay, grocery ordering, tickets & travel — for Claude Code and any MCP client.

▲ ~0/7d ★ 37 Python 15d ago
ismailsaoulaj / reddit-mcp-server

A production-grade Model Context Protocol (MCP) server. Empowers AI assistants (Claude, Cursor) to search, fetch, and analyze Reddit discussions with resilient rate-limiting and smart LLM noise filtering.

▲ ~0/7d ★ 37 Python 1mo ago
polaris-smart / mcd-agent-gourmet

把菜单价换成官方当次核价:一句话说清预算和口味,给你一个答案 + 可复制的点单卡,并算清比另一种点法省多少钱(示例:单品直选 ¥48.50 vs 三件套 ¥36.50,省 ¥12.00/24.7%)。只读 MCP、零依赖 Python、免 Token 网页体验。

▲ ~0/7d ★ 37 Python 4d ago
flamexnreal / davinci-resolve-ai-bridge-mcp

DaVinci Resolve (Free Version and Studio) MCP server for Claude, Cursor, Codex, and Antigravity. Full timeline editing, cuts, camera zoom, and color grading.

▲ ~0/7d ★ 35 Python 3d ago
sepehr071 / snapp-mcp

Unofficial read-only MCP server for Snappfood and SnappMarket (اسنپ‌فود), Iran: search food and groceries near you, compare prices, find deals. For Claude, Cursor and Copilot via uvx.

▲ ~0/7d ★ 34 Python 2d ago
sepehr071 / digikala-mcp

Unofficial read-only MCP server for Digikala (دیجی‌کالا), Iran: search products, compare every seller and price, price history, reviews and deals. For Claude, Cursor and Copilot via uvx.

▲ ~0/7d ★ 34 Python 2d ago
BeamManP / mmd-mcp

Windows stdio MCP server for MikuMikuDance authoring and MME settings

▲ ~0/7d ★ 32 Python 18d ago
dotdna-io / assetatlas

Open-source asset inventory — turn scattered, contradictory tool data into one reliable inventory, then chat with it using the LLM of your choice. Tagging, posture rules, and alerting built in.

▲ ~0/7d ★ 31 Python 22d ago
eater2 / ai_agents_api_library

Verified catalog of 300+ APIs and MCP servers with opinions and statistics so that AI agents can call after a one-time API key/OAuth setup. JSON, llms.txt and an MCP server for agents.

▲ ~0/7d ★ 31 Python today
HorizunGroup / horizun-pbi-mcp

Open-source Power BI MCP to build, audit and repair Desktop models and PBIP reports with DAX, TOM, TMDL and PBIR.

▲ ~0/7d ★ 30 Python today

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