MCP Servers tools for LangChain / LangGraph

43 projects · 35 with stars to rank by · 35,013 combined stars · snapshot 2026-11-01

The Model Context Protocol ecosystem: reference and third-party servers, inspectors, gateways, transports, and the sibling agent-to-agent protocols.

Built on LangChain, LangGraph or LangSmith.

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Runs on: Windows WSL2 macOS Linux Docker

#ShotProject StarsPlugs into What it doesLang / licence / push
1MaxKB1Panel-dev/MaxKB23,086
found by search
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
Python
GPL-3.0
2026-11-01
2Microsoft Agent Governance Toolkitmicrosoft/agent-governance-toolkit6,504
3 lists
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
Python
MIT
2026-10-30
3doobidoo/mcp-memory-servicedoobidoo/mcp-memory-service2,058
1 list
Claude / AnthropicMCPLangChain / LangGraph
Memory service with semantic search, persistent storage and autonomous memory consolidation
pip install mcp-memory-service
Python
Apache-2.0
2026-11-01
4MinimaMinima-AI-Inc/minima1,056
1 list
Claude / AnthropicMCPLangChain / LangGraphLocal / Ollama
Local RAG (on-premises) with MCP server
git clone https://github.com/dmayboroda/minima.git
Python
MPL-2.0
2026-01-22
5mcp-server-gatewayharish-gaggar/mcp-server-gateway534
found by search
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
Python
—
2026-10-03
6pizza-botpizza-bot-app/pizza-bot533
found by search
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
TypeScript
Apache-2.0
2026-11-01
7AegisOpsemma-sue/AegisOps302
found by search
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
Python
—
2026-09-10
8Mengramalibaizhanov/mengram205
2 lists
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
Python
Apache-2.0
2026-10-26
934892002/bilibili-mcp-js34892002/bilibili-mcp-js197
1 list
MCPLangChain / LangGraph
Search Bilibili content, with LangChain integration examples
git clone https://github.com/34892002/bilibili-mcp-js.git
TypeScript
MIT
2026-10-23
10ashishsinha1602/schemagateashishsinha1602/schemagate179
1 list
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
Python
Apache-2.0
2026-11-01
11Jovancoding/Network-AIJovancoding/Network-AI80
1 list
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
TypeScript
MIT
2026-10-27
12PSPDFKit/nutrient-dws-mcp-serverPSPDFKit/nutrient-dws-mcp-server71
1 list
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
TypeScript
MIT
2026-10-14
13jagan-shanmugam/mattermost-mcp-hostjagan-shanmugam/mattermost-mcp-host34
1 list
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
Python
MIT
2025-04-07
14Chimera-Protocol/csl-coreChimera-Protocol/csl-core27
1 list
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
Python
Apache-2.0
2026-10-05
15Data-Everything/mcp-server-templatesData-Everything/mcp-server-templates22
1 list
Claude / AnthropicMCPCursorLangChain / LangGraph
Unified MCP platform that connects many apps, tools and services behind one interface
pip install mcp-templates
Python
—
2025-08-29
16Hippycampuscromwellian/hippycampus20
1 list
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
Python
MIT
2025-05-23
17Acacian/aegisAcacian/aegis18
1 list
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
Python
MIT
2026-10-16
18sidclawhq/platformsidclawhq/platform15
3 lists
MCPLangChain / LangGraph
The approval and accountability layer for AI agents. Identity → Policy → Approval → Trace. 13 framework integrations. Free during early access
npx sidclaw-demo
TypeScript
Apache-2.0
2026-10-19
19Cohexa-ai/agent-coherencecohexa-ai/agent-coherence12
1 list
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
Python
—
2026-10-26
20yagobski/agentleakyagobski/agentleak11
2 lists
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
Python
MIT
2026-10-30
21HughesCuit/heventure-search-mcpHughesCuit/heventure-search-mcp10
1 list
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
Python
—
2026-05-13
22gvasile29/qai-consultantgvasile29/qai-consultant7
1 list
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
Python
—
2026-10-31
23aegis-dq/aegis-dqaegis-dq/aegis-dq4
1 list
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
Python
—
2026-05-27
24ShinyDapps/l402-kitShinyDapps/l402-kit4
1 list
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
TypeScript
MIT
2026-05-28
25airblackbox/air-blackbox-mcpairblackbox/air-blackbox-mcp3
1 list
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]
Python
Apache-2.0
2026-10-15
26dan1d/cobroyadan1d/mercadopago-tool3
1 list
MCPLangChain / LangGraph
Mercado Pago payments for LATAM merchants: create payment links, search payments and issue refunds
pip install langchain-mercadopago
TypeScript
MIT
2026-03-11
27emazaheri/ios-agentemazaheri/ios-agent3
1 list
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
Python
MIT
2026-11-01
28TradeRouter/trade-router-mcpTradeRouter/trade-router-mcp3
1 list
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
JavaScript
MIT
2026-04-28
29debtstack-ai/debtstack-pythondebtstack-ai/debtstack-python2
1 list
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
Python
Apache-2.0
2026-02-24
30edobusy/agentholdedobusy/agenthold2
1 list
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
Python
MIT
2026-07-07
31Hovsteder/powersun-tron-mcpHovsteder/powersun-tron-mcp2
1 list
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
Dockerfile
MIT
2026-04-02
32ndjordjevic/pinragndjordjevic/pinrag2
1 list
MCPCursorLangChain / LangGraph
RAG over PDFs, YouTube videos, GitHub repos and Discord exports: index documents and query them with citations
uv tool install 'pinrag[rerank]'
Python
MIT
2026-04-10
33parastejpal987-cmyk/opticparse-publicparastejpal987-cmyk/opticparse-public2
1 list
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
Python
MIT
2026-11-01
34ENTIA-IA/entia-mcp-serverENTIA-IA/entia-mcp-server1
1 list
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
Python
MIT
2026-10-23
35nonameuserd/paybond-kitnonameuserd/paybond-kit1
1 list
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
TypeScript
Apache-2.0
2026-09-21
36Agnuxo1/benchclaw-integrationsAgnuxo1/benchclaw-integrations—
1 list
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
Python
Apache-2.0
2026-04-25
37jblaz6335/mcp-server-aidatamarketplacejblaz6335/mcp-server-aidatamarketplace—
1 list
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
JavaScript
MIT
2026-10-30
38memgraph/mcp-memgraphmemgraph/ai-toolkit—
1 list
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
Python
MIT
2026-10-30
39Nikolife2016/pulsefeed-x402Nikolife2016/pulsefeed-x402—
1 list
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
JavaScript
MIT
2026-11-01
40sachinbkale27/label-image-mcpsachinbkale27/label-image-mcp—
1 list
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
Python
MIT
2026-10-27
41true402/mcp-servertrue402/mcp-server—
1 list
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
TypeScript
MIT
2026-10-25
42User0856/snaprender-mcpUser0856/snaprender-integrations—
1 list
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
TypeScript
MIT
2026-10-08
43Yacine-ai-tech/AgentKitYacine-ai-tech/AgentKit—
1 list
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
Python
AGPL-3.0
2026-10-26