Runs on: Windows WSL2 macOS Linux Docker
| # | Shot | Project | Stars | Plugs into | What it does |
|---|---|---|---|---|---|
| 1 | MaxKB1Panel-dev/MaxKB | 23,086 | MCPLangChain / LangGraphLocal / Ollama | 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb | |
| 2 | Microsoft Agent Governance Toolkitmicrosoft/agent-governance-toolkit | 6,504 | Claude / AnthropicMCPGitHub CopilotLangChain / LangGraph | Seven-package, multi-language (Python, Rust, TypeScript, Go, .NET) runtime security toolkit that addresses all 10 OWASP Agentic AI risks with deterministic, sub-millisecond policy enforcement. Includes Agent OS (policy engine intercepting every action), Agent Mesh (secure agent-to-agent communication), and Agent Runtime (dynamic execution rings). Hooks into LangChain callbacks, CrewAI task decorat npx @microsoft/agent-governance-copilot-cli install | |
| 3 | doobidoo/mcp-memory-servicedoobidoo/mcp-memory-service | 2,058 | Claude / AnthropicMCPLangChain / LangGraph | Memory service with semantic search, persistent storage and autonomous memory consolidation pip install mcp-memory-service | |
| 4 | MinimaMinima-AI-Inc/minima | 1,056 | Claude / AnthropicMCPLangChain / LangGraphLocal / Ollama | Local RAG (on-premises) with MCP server git clone https://github.com/dmayboroda/minima.git | |
| 5 | mcp-server-gatewayharish-gaggar/mcp-server-gateway | 534 | MCPLangChain / LangGraph | MCP gateway & OAuth MCP servers. LangGraph agent: memory, eval/tracking, PII guard, context trimming. Docker quick start for enterprise agents. docker compose up -d gateway | |
| 6 | pizza-botpizza-bot-app/pizza-bot | 533 | MCPLangChain / LangGraph | A local-first inbox for long-running AI agents, built with DeepAgents and LangGraph. git clone https://github.com/pizza-bot-app/pizza-bot.git | |
| 7 | AegisOpsemma-sue/AegisOps | 302 | MCPLangChain / LangGraph | AegisOps企业信息系统智能运维平台:自动巡检、Agent 故障排查、证据工单与审批处置。LangGraph · Deep Agents · MCP;附可复现实测记录。 git clone https://github.com/emma-sue/-Agent-.git | |
| 8 | Mengramalibaizhanov/mengram | 205 | Claude CodeClaude / AnthropicMCPLangChain / LangGraph | Open-source memory infrastructure for AI agents. Provides semantic (entities/facts), episodic (conversations), and procedural (learned behaviors) memory with auto-reflection. Python SDK, JS SDK, MCP server, and REST API pip install mengram-ai # the CLI | |
| 9 | 34892002/bilibili-mcp-js34892002/bilibili-mcp-js | 197 | MCPLangChain / LangGraph | Search Bilibili content, with LangChain integration examples git clone https://github.com/34892002/bilibili-mcp-js.git | |
| 10 | ashishsinha1602/schemagateashishsinha1602/schemagate | 179 | MCPLangChain / LangGraph | Selects the schema objects a SQL agent sees and returns only the tables the calling principal may read, on Postgres, Oracle, MySQL and SQL Server uvx --from "schemagate[mcp]" schemagate-mcp --url demo | |
| 11 | Jovancoding/Network-AIJovancoding/Network-AI | 80 | MCPLangChain / LangGraph | Multi-agent orchestration with a race-condition-safe shared blackboard, agent spawning, FSM transitions, budget and token tracking, and audit logs npx network-ai-server --port 3001 | |
| 12 | PSPDFKit/nutrient-dws-mcp-serverPSPDFKit/nutrient-dws-mcp-server | 71 | Claude / AnthropicMCPLangChain / LangGraph | Convert, merge, redact, sign, OCR, watermark and extract data from PDFs and Office documents via the Nutrient DWS Processor API npx @nutrient-sdk/dws-mcp-server | |
| 13 | jagan-shanmugam/mattermost-mcp-hostjagan-shanmugam/mattermost-mcp-host | 34 | MCPLangChain / LangGraph | Access Mattermost teams, channels and messages, plus an MCP host running as a Mattermost bot that can use configured MCP servers git clone https://github.com/jagan-shanmugam/mattermost-mcp-host.git | |
| 14 | Chimera-Protocol/csl-coreChimera-Protocol/csl-core | 27 | MCPLangChain / LangGraph | Deterministic AI safety policy engine with Z3 formal verification: write, verify and enforce machine-verifiable constraints for AI agents uvx csl-core venom | |
| 15 | Data-Everything/mcp-server-templatesData-Everything/mcp-server-templates | 22 | Claude / AnthropicMCPCursorLangChain / LangGraph | Unified MCP platform that connects many apps, tools and services behind one interface pip install mcp-templates | |
| 16 | Hippycampuscromwellian/hippycampus | 20 | MCPLangChain / LangGraph | Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically git clone https://github.com/cromwellian/hippycampus.git | |
| 17 | Acacian/aegisAcacian/aegis | 18 | Claude / AnthropicMCPCodex / OpenAILangChain / LangGraph | Policy-based governance for agent tool calls across LangChain, OpenAI, Anthropic and MCP: YAML policies, approval gates, risk assessment and audit logging pip install agent-aegis | |
| 18 | sidclawhq/platformsidclawhq/platform | 15 | MCPLangChain / LangGraph | The approval and accountability layer for AI agents. Identity → Policy → Approval → Trace. 13 framework integrations. Free during early access npx sidclaw-demo | |
| 19 | Cohexa-ai/agent-coherencecohexa-ai/agent-coherence | 12 | MCPLangChain / LangGraph | Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of overwriting, then reacquires and retries pip install "agent-coherence[langgraph]" # LangGraph drop-in | |
| 20 | yagobski/agentleakyagobski/agentleak | 11 | MCPLangChain / LangGraph | Local privacy testing for AI agents: scan code for PII and secrets, score execution traces across internal channels, redact text, and track new or fixed findings through MCP tools pip install agentleak # core | |
| 21 | HughesCuit/heventure-search-mcpHughesCuit/heventure-search-mcp | 10 | Claude / AnthropicMCPCursorLangChain / LangGraph | Web search across DuckDuckGo, Bing, Google (via SerpAPI) and Tavily with automatic rate limiting, caching and multi-language support pip install heventure-search-mcp | |
| 22 | gvasile29/qai-consultantgvasile29/qai-consultant | 7 | MCPLangChain / LangGraph | Local retrieval over ISTQB, OWASP, IEEE, ISO and EU AI Act QA standards, plus QA effort estimation, QA document review and JUnit/CSV flakiness analysis uvx qai-consultant-mcp | |
| 23 | aegis-dq/aegis-dqaegis-dq/aegis-dq | 4 | MCPLangChain / LangGraph | Data quality checks on DuckDB, BigQuery, Athena, Databricks and Postgres, with LLM root-cause analysis of failures and proposed SQL remediations pip install aegis-dq | |
| 24 | ShinyDapps/l402-kitShinyDapps/l402-kit | 4 | MCPLangChain / LangGraph | L402 SDK for TypeScript, Python, Go and Rust: server middleware, an auto-paying agent client, an MCP server, LangChain integration and budget control pip install l402kit # Python / FastAPI / Flask | |
| 25 | airblackbox/air-blackbox-mcpairblackbox/air-blackbox-mcp | 3 | Claude / AnthropicMCPCodex / OpenAICursorLangChain / LangGraph | EU AI Act compliance scanner for Python AI agents (LangChain, CrewAI, AutoGen, OpenAI) with prompt injection detection, risk classification and fix generation pip install air-blackbox-mcp[full] | |
| 26 | dan1d/cobroyadan1d/mercadopago-tool | 3 | MCPLangChain / LangGraph | Mercado Pago payments for LATAM merchants: create payment links, search payments and issue refunds pip install langchain-mercadopago | |
| 27 | emazaheri/ios-agentemazaheri/ios-agent | 3 | Claude / AnthropicMCPLangChain / LangGraph | Drive an iPhone or iOS Simulator via XCUIAutomation and WebDriverAgent, with compact screen digests and confirmation before destructive actions git clone https://github.com/emazaheri/ios-agent.git | |
| 28 | TradeRouter/trade-router-mcpTradeRouter/trade-router-mcp | 3 | Claude / AnthropicMCPCursorLangChain / LangGraph | Non-custodial Solana trading engine: swaps, limit, trailing, TWAP and DCA orders across Raydium, PumpSwap, Orca and Meteora with Jito MEV protection npx -y @traderouter/trade-router-mcp | |
| 29 | debtstack-ai/debtstack-pythondebtstack-ai/debtstack-python | 2 | MCPLangChain / LangGraph | Corporate debt structure data: search issuers and bonds with leverage ratios, seniority, covenants, guarantor chains and FINRA TRACE prices pip install debtstack-ai | |
| 30 | edobusy/agentholdedobusy/agenthold | 2 | MCPLangChain / LangGraph | Shared versioned state store with optimistic concurrency control for coordinating concurrent agents, plus SQLite-backed claim/release locks and an audit log pip install agenthold | |
| 31 | Hovsteder/powersun-tron-mcpHovsteder/powersun-tron-mcp | 2 | MCPLangChain / LangGraph | TRON Energy and Bandwidth marketplace and DEX swap aggregator: buy energy, sell resources and swap TRC-20 tokens via SunSwap pip install langchain-powersun | |
| 32 | ndjordjevic/pinragndjordjevic/pinrag | 2 | MCPCursorLangChain / LangGraph | RAG over PDFs, YouTube videos, GitHub repos and Discord exports: index documents and query them with citations uv tool install 'pinrag[rerank]' | |
| 33 | parastejpal987-cmyk/opticparse-publicparastejpal987-cmyk/opticparse-public | 2 | Claude / AnthropicMCPLangChain / LangGraph | Visual, multimodal web scraping without CSS selectors, plus phishing and crypto drainer detection npx -y @smithery/cli install @parastejpal987-cmyk/opticparse --client claude | |
| 34 | ENTIA-IA/entia-mcp-serverENTIA-IA/entia-mcp-server | 1 | MCPLangChain / LangGraph | Business identity data: company verification, VAT, BORME, GLEIF, ownership and risk signals across many countries git clone https://github.com/ENTIA-IA/entia-mcp-server.git | |
| 35 | nonameuserd/paybond-kitnonameuserd/paybond-kit | 1 | Claude / AnthropicMCPCodex / OpenAIGemini / GoogleLangChain / LangGraph | Tenant-bound agent spend authorization: policy guardrails, spend intents, evidence, escrow settlement, completion validation and portable receipts npx -p @paybond/kit paybond dev loop --offline | |
| 36 | Agnuxo1/benchclaw-integrationsAgnuxo1/benchclaw-integrations | — | MCPLangChain / LangGraphLocal / Ollama | Register LLMs and agents and submit Markdown research papers to the BenchClaw leaderboard, where a panel of judges scores them with deception detectors git clone https://github.com/Agnuxo1/benchclaw-integrations.git && cd benchclaw-integrations/mcp-server | |
| 37 | jblaz6335/mcp-server-aidatamarketplacejblaz6335/mcp-server-aidatamarketplace | — | MCPLangChain / LangGraph | Discover, preview and buy live agent data APIs (vendor risk, company intelligence, transaction preflight, EVM reads), paying via x402 in USDC on Base npx -y dopaminedesk-ai-data-marketplace-mcp | |
| 38 | memgraph/mcp-memgraphmemgraph/ai-toolkit | — | MCPLangChain / LangGraph | Run queries against Memgraph and access its schema git clone https://github.com/memgraph/ai-toolkit.git && cd ai-toolkit/integrations/mcp-memgraph | |
| 39 | Nikolife2016/pulsefeed-x402Nikolife2016/pulsefeed-x402 | — | MCPLangChain / LangGraph | Safety checks before paying x402 endpoints: liveness, scam scans (payTo hijack, honeypot), on-chain receiver verification and trust scores npx pulsefeed-x402-mcp | |
| 40 | sachinbkale27/label-image-mcpsachinbkale27/label-image-mcp | — | MCPLangChain / LangGraph | Manage images and annotations in the Image Label annotation tool (histopathology, microscopy): bulk upload, annotation clean-up and COCO/YOLO dataset export npx @modelcontextprotocol/inspector uv run label-image-mcp | |
| 41 | true402/mcp-servertrue402/mcp-server | — | MCPLangChain / LangGraph | x402 pay-per-call tools: token rug and honeypot checks, new-pair and whale-swap signals, SEO/GEO audits, web extraction, link previews and LLM inference git clone https://github.com/true402/mcp-server.git | |
| 42 | User0856/snaprender-mcpUser0856/snaprender-integrations | — | MCPLangChain / LangGraph | Capture websites as PNG, JPEG, WebP or PDF with device emulation, dark mode, ad blocking and cookie banner removal git clone https://github.com/User0856/snaprender-integrations.git && cd snaprender-integrations/mcp-server | |
| 43 | Yacine-ai-tech/AgentKitYacine-ai-tech/AgentKit | — | Claude / AnthropicMCPCursorLangChain / LangGraph | FastMCP server for business intelligence and data agents, exposing dynamic KPI analytics, anomaly detection, and schema resources across 10 business domains via stdio and SSE transports pip install agentkit-mcp |