> ## Documentation Index > Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-change-1791323909-75c753a.mintlify.site/llms.txt > Use this file to discover all available pages before exploring further. # Tool integrations > Integrate with tools using LangChain Python. [Tools](/oss/python/langchain/tools) are utilities designed to be called by a model: their inputs are designed to be generated by models, and their outputs are designed to be passed back to models. A toolkit is a collection of tools meant to be used together. ## Search The following table shows tools that execute online searches in some shape or form: | Tool/Toolkit | Free/Paid | Return Data | | - | - | - | | [Amazon Bedrock AgentCore Web Search](/oss/python/integrations/tools/bedrock_agentcore_web_search) | Pay-per-use (AWS) | Title, URL, Published date, Extract | | [BrightData SERP](https://docs.brightdata.com/scraping-automation/serp-api/introduction) | Pay-per-successful-request | URL, Snippet, Title, Search Rank | | [cloro](https://cloro.dev/docs) | 500 free credits/month, no card | URL, Snippet, Title, Answer | | [ContextSearch](https://docs.context.dev) | Free tier available | URL, Title, Description, Page Content | | [Crawleo](https://crawleo.dev/integrations/langchain) | Paid | URL, Snippet, Copilot Answer, Sidebar, Title, Published Date, Site Links, Page Content | | [CrustAPI](https://crustapi.com/docs) | 3,000 free credits/month, no card | URL, Title, Snippet, Maps, News, Shopping, Images, Videos, Places, Scholar, Patents, LinkedIn | | [Diffbot](https://github.com/diffbot/langchain-diffbot) | Free | URL, Snippet, Title, Date, Knowledge Graph (Organizations, News, People, Places, Deals) | | [Exa Search](/oss/python/integrations/tools/exa_search) | 1000 free searches/month | URL, Author, Title, Published Date | | [Firecrawl Search](https://docs.firecrawl.dev/integrations/langchain) | 1,000 free credits/month | URL, Title, Description, Date, News, Images | | [Google Search](/oss/python/integrations/tools/google_search) | Paid | URL, Snippet, Title | | [iFlow Search](https://platform.iflow.cn/) | Paid | URL, Title, Snippet, Date | | [Keenable](https://docs.keenable.ai) | Free keyless tier available | Title, URL, description, publication date, index date; page markdown for fetch | | [Linkup Search](https://github.com/LinkupPlatform/langchain-linkup) | 2000 free searches/month | URL, Content, Sources | | [Octen](https://docs.octen.ai) | Paid | Title, URL, highlight, authors, time\_published | | [Mixpeek](https://docs.mixpeek.com/agent-integrations/langchain) | Free tier available | Multimodal search results (video, image, audio, document) | | [Nia Toolkit](https://github.com/nozomio-labs/nia-langchain) | Free tier available | Code, Docs, Metadata, Sources | | [Nimble Search](https://docs.nimbleway.com/integrations/connectors/langchain) | Free trial available | URL, Content, Title | | [Nimble Web Search Agents](https://docs.nimbleway.com/integrations/connectors/langchain#agent-api-v2-web-search-agents) | Free trial available | Research answer, Sources | | [Parallel Search](/oss/python/integrations/tools/parallel_search) | Paid | URL, Title, Excerpts | | [Perplexity Search](/oss/python/integrations/tools/perplexity_search) | Paid (with monthly free tier) | URL, Title, Snippet, Date, Last Updated | | [Search1API Search](https://www.search1api.com/docs/integrations/langchain#search) | 100 free credits on sign up, no credit card | URL, Title, Snippet, Content, Images | | [SearchApi](https://www.searchapi.io/docs/google) | 100 free searches/month | URL, Snippet, Title, Answer Box, Knowledge Graph | | [Scavio](https://scavio.dev/docs/langchain) | 50 free credits to start | URL, Title, Snippet, Knowledge Graph, Products, Videos, Transcripts, Social posts and profiles, Job postings and salaries, Real-estate listings, Travel and hotel inventory, App-store listings, Ad-library creatives, Software reviews, Local business data, Regulatory filings, Extracted page content | | [SERPdive](https://serpdive.com/docs) | 1000 free credits/month | URL, Title, Date, Page Content, Answer | | [TalorData SERP](https://docs.talordata.com/serp-api/integration/sdk-integration/how-to-set-up-talordata-with-langchain) | Paid | Title, URL, snippet, position, knowledge graph, answer box, AI overview | | [Tavily Search](/oss/python/integrations/tools/tavily_search) | 1000 free searches/month | URL, Content, Title, Images, Answer | | [Webz News Search](https://docs.webz.io/docs/webz/news-search-api-mcp) | \$5 free/month (\~1,400 searches), then pay-as-you-go | Title, URL, Main image, Published Date, Content excerpt, Score, Sentiment, Topic, Person, Organization, Location, Ticker, Political bias, Domain rank | | [Apify](https://docs.apify.com/integrations/langchain) | Free tier, pay-per-use (varies by Actor) | Actor output (varies by Actor) | | [Xpoz](https://www.xpoz.ai/docs) | Free tier available | Posts, user profiles, comments, engagement metrics (Twitter/X, Instagram, Reddit, TikTok) | | [You.com Search](https://you.com/docs/integrations/langchain) | \$100 in credits on sign up | URL, Title, Page Content | | [Querit](https://querit.com/docs) | 1000 free searches/month on sign up | URL, Snippet, Title, Page\_Age, Site\_Name, Site\_Icon | | [SerpApi Search Tools](https://serpapi.github.io/serpapi-search-tools-python/docs/sdk-examples/langchain.html) | 250 free searches/month | URL, Title, Snippet, Answer Box, Knowledge Graph, AI Overview | ## Code interpreter The following table shows tools that can be used as code interpreters: | Tool/Toolkit | Supported Languages | Sandbox Lifetime | Supports File Uploads | Return Types | Supports Self-Hosting | | - | - | - | - | - | - | | [Amazon Bedrock AgentCore Code Interpreter](/oss/python/integrations/tools/bedrock_agentcore_code_interpreter) | Python, JavaScript, TypeScript | Configurable (up to 8 hours) | ✅ | Text, Images, Files | ❌ | | [Azure Container Apps dynamic sessions](/oss/python/integrations/tools/azure_dynamic_sessions) | Python | 1 Hour | ✅ | Text, Images | ❌ | | [Capsule Code Interpreter](https://github.com/mavdol/langchain-capsule) | Python, JavaScript | Stateless or session-based | ✅ (REPL tools) | Text | ✅ | ## Productivity The following table shows tools that can be used to automate tasks in productivity tools: | Tool/Toolkit | Pricing | | - | - | | [Gmail Toolkit](/oss/python/integrations/tools/google_gmail) | Free, with limit of 250 quota units per user per second | | [GoodSender Toolkit](https://goodsender.com/docs) | Free tier (100,000 emails/month), no credit card required | | [AgentLine Toolkit](https://docs.agentline.cloud) | $2/number one-time, $0.10/min calls, pay-as-you-go | | [AgentMail Toolkit](https://docs.agentmail.to/) | Free tier available, with [pay-as-you-go pricing](https://agentmail.to) after | | [AgenticEmail Toolkit](https://agenticemail.dev/docs) | Free tier available, with [paid plans](https://agenticemail.dev/pricing) after | | [AgentPhone Toolkit](https://docs.agentphone.to) | Free tier available, with [pay-as-you-go pricing](https://agentphone.to) after | | [e2a](https://e2a.dev) | Free tier available, with [flat-rate paid plans](https://e2a.dev) after | | [ReplyLayer Toolkit](https://replylayer.ai/docs/guides/langchain) | Public beta: free sandbox trial, with [paid tiers](https://replylayer.ai/pricing) after | | [Verifly](https://verifly.email/docs) | Free tier available | | [Simplepages Toolkit](https://simplepages.ai/mcp) | Free tier available (draft pages), with [paid plans](https://simplepages.ai/pricing) to publish | ## Web browsing The following table shows tools that can be used to automate tasks in web browsers: | Tool/Toolkit | Pricing | Supports Interacting with the Browser | | - | - | - | | [AgentQL Toolkit](https://docs.agentql.com/) | Free trial, with pay-as-you-go and flat rate plans after | ✅ | | [Amazon Bedrock AgentCore Browser](/oss/python/integrations/tools/bedrock_agentcore_browser) | Pay-per-use (AWS) | ✅ | | [AproxPay](https://github.com/aproxpay/langchain-aproxpay) | Pay-per-use via x402 (USDC on Base); no signup | ❌ (fetch + CONNECT session pass) | | [BrightData Browser API](https://docs.brightdata.com/scraping-automation/scraping-browser/introduction) | Pay-as-you-go, \$2 trial credit | ✅ | | [BrightData Scraper Studio](https://docs.brightdata.com/datasets/scraper-studio/introduction) | 5,000 free credits/month, then pay-as-you-go | ❌ | | [BrightData Unlocker](https://docs.brightdata.com/scraping-automation/web-unlocker/introduction) | Pay-as-you-go | ❌ | | [BrightData Web Scraper API](https://docs.brightdata.com/datasets/scrapers/overview) | Pay-as-you-go | ❌ | | [Browserless](https://browserless.io) | Free tier, with usage-based plans after | ✅ | | [Context.dev](https://docs.context.dev) | Free tier available | ❌ | | [Stagehand](/oss/python/integrations/tools/stagehand) | Open-source / Browserbase pay-as-you-go | ✅ | | [Ceki](https://ceki.me) | Self mode free; marketplace \$0.01/min USDC | ✅ | | [Firecrawl](https://docs.firecrawl.dev) | Free tier available | ❌ | | [Hyperbrowser Browser Agent Tools](https://docs.hyperbrowser.ai/) | Free trial, with flat rate plans and pre-paid credits after | ✅ | | [Hyperbrowser Web Scraping Tools](https://docs.hyperbrowser.ai/) | Free trial, with flat rate plans and pre-paid credits after | ❌ | | [Manifest](https://omfang.io/manifest-docs) | Free tier available | ❌ | | [MrScraper](https://docs.mrscraper.com) | Paid | ❌ | | [W2A](https://w2a-protocol.org/docs) | Free (public endpoints) | ❌ | | [Nimble Extract](https://docs.nimbleway.com/integrations/connectors/langchain) | Free trial available | ❌ | | [Nimble Extract Templates](https://docs.nimbleway.com/integrations/connectors/langchain#extract-templates) | Free trial available | ❌ | | [Nimble Crawl and Map](https://docs.nimbleway.com/integrations/connectors/langchain#crawl-and-map) | Free trial available | ❌ | | [NodeProxy](https://github.com/pgalyen1987/NodeProxy/tree/main/integrations) | \~\$0.002 USDC per parse (x402 on Base) | ❌ | | [Oxylabs Web Scraper API](https://github.com/oxylabs/langchain-oxylabs) | Free trial, with flat rate plans and pre-paid credits after | ❌ | | [ProxyClaw](https://docs.proxyclaw.ai) | Free tier available | ❌ | | [ProxyHat](https://docs.proxyhat.com) | Paid | ❌ | | [Skim](https://skim402.com/docs) | Pay-per-use (\$0.002/read in USDC on Base) | ❌ | | [Search1API Crawl](https://www.search1api.com/docs/integrations/langchain#crawl) | 100 free credits on sign up, no credit card | ❌ | | [Spidra](https://docs.spidra.io) | Free trial available | ❌ | ## Database The following table shows tools that can be used to automate tasks in databases: | Tool/Toolkit | Allowed Operations | | - | - | | [MCP Toolbox](/oss/python/integrations/tools/mcp_toolbox) | Any SQL operation | | [Drasi Toolkit](https://github.com/drasi-project/langchain-drasi) | Real-time database change detection | | [Sail SQL Toolkit](https://docs.lakesail.com/sail/main/guide/integrations/langchain/) | SQL query, schema listing, and query checking against Sail (Spark Connect) | | [Stardog](https://github.com/stardog-union/stardog-langchain) | SPARQL SELECT and schema introspection | ## Finance The following table shows tools that can be used to execute financial transactions such as payments, purchases, and more: | Tool/Toolkit | Pricing | Capabilities | | - | - | - | | [Ampersend](https://docs.ampersend.ai) | Paid | Pay for and use remote AI agent services with automatic x402 payment handling. | | [Ausca](https://github.com/auscahq/ausca/tree/main/python/langchain-ausca) | $0.10 to $1.35 USDC/call (x402) | Pay per call for document OCR, document analysis, media transcription, browser sessions, and agent inboxes with a hard per-call USD cap and no API keys; the tool factory works against any x402 v2 resource. | | [FlipCoin](https://github.com/flipcoin-fun/flipcoin-langchain) | Free | Trade YES/NO shares on prediction markets via LMSR AMM or CLOB order book. | | [LatAm Synth](https://github.com/jmendozapuche/langchain-latam-synth) | Apify free tier, then pay-per-use | Generate privacy-safe synthetic financial users, savings goals, and transactions for Latin American fintech applications. | | [Axiora](https://axiora.dev/docs) | Free API key | Japanese listed-company financials from EDINET filings, health scores, screening, and English filing translations. | | [Delegare](https://docs.delegare.dev) | Paid | Authorize and execute multi-rail payments via AP2 mandates with built-in budget guardrails. | | [DexPaprika](https://docs.dexpaprika.com) | Free (keyless) | Search tokens, pools, and DEXes; read token market data, pool liquidity, and OHLCV price history across on-chain DEXes. | | [PaySafe](https://paysafe-agent.com) | Free for first 100 API calls | An x402 based firewall with automatic provenance tagging for prompt-injection detection. | | [Privy](/oss/python/integrations/tools/privy) | Free | Create wallets with configurable permissions and execute transactions with speed. | | [Toolstem](https://toolstem.com) | \$0.01 USDC/call (x402) | Financial intelligence and SEC EDGAR tools with pay-per-call x402 micropayments on Base. | | [Uniswap V2](https://github.com/Conrad-sudo/langchain-uniswap-v2) | Free | Get live Uniswap V2 swap quotes and prepare unsigned transactions for swaps, approvals, and liquidity, on any EVM chain. | | [ERC20](https://github.com/Conrad-sudo/langchain-erc20) | Free | Read ERC20 balances, allowances, and metadata, and prepare transfers, approvals, and native wrap/unwrap as execution plans for an EOA or a smart contract wallet, on any EVM chain. | ## AI Workflow Optimization The following tools optimize AI Agent workflows by reducing token usage and enforcing structured SOPs: | Tool/Toolkit | Pricing | Key Features | | - | - | - | | [HuangtingFlux](https://huangtingflux.com/integrations/langchain) | Free (public MCP server) | 40% token reduction via 3-stage SOP: input compression, rolling summarization, output refinement | | [ZeroGPU](https://docs.zerogpu.ai) | Usage-based | Offload classification, summarization, extraction, and PII redaction to purpose-built small models | ## Integration platforms The following platforms provide access to multiple tools and services through a unified interface: | Tool/Toolkit | Number of Integrations | Pricing | Key Features | | - | - | - | - | | [Composio](/oss/python/integrations/tools/composio) | 500+ | Free tier available | OAuth handling, event-driven workflows, multi-user support | | [Scalekit](https://docs.scalekit.com/agentkit/quickstart/) | 400+ | Free tier available | Delegated OAuth, token vault, multi-user support, LangSmith tracing | ## Security The following table shows tools that can be used for security-related tasks: | Tool/Toolkit | Pricing | Capabilities | | - | - | - | | [URLCheck](https://urlcheck.dev) | 100 free requests/day | Verify URL safety before agent navigation. Supports optional intent-aware risk analysis. Returns actionable access directives (ALLOW/DENY/RETRY\_LATER). | | [Bidda](https://bidda.com/developers) | Free discovery tier | Source-verified regulatory and compliance intelligence lookup with primary-source citations. | | [AI Identity](https://ai-identity.co/docs) | Free tier available | Per-agent cryptographic API keys, scoped policy enforcement, and tamper-evident audit logging via a gateway in front of tools and LLM calls. | | [Aidress](https://aidress.ai) | Free keyless tier available | Verify a counterpart agent's trust score, capabilities, and transaction history before delegating work or moving value. Discovery by capability, plus bearer-key issuance and rotation. | | [RelayShield](https://api.relayshield.net/developers) | Paid | MCP server registry-risk and prompt-injection-breach checks before high-impact agent actions. | | [SidClaw](https://docs.sidclaw.com/docs/integrations/langchain) | Free hosted tier available | Policy evaluation, human approval workflows, and tamper-evident audit trails for LangChain tool calls. | | [Tonic Textual](https://textual.tonic.ai) | Requires account | Detect, extract, synthesize, or tokenize PII in text, JSON, HTML, and files. | | [ERC-8004](https://github.com/Conrad-sudo/langchain-erc8004) | Free | Vet an ERC-8004 agent before delegating work to it: verify its on-chain identity against the registration file it publishes, read reputation feedback attributed to named reviewers, and prepare registry writes as execution plans. | ## Media generation The following table shows tools that generate video, image, or audio assets: | Tool/Toolkit | Pricing | Capabilities | | - | - | - | | [Magic Hour](https://docs.magichour.ai) | Free tier (400 credits + 100/day) | Text-to-video, image-to-video, and image generation with Sora 2, Veo 3.1, Kling 3.0, WAN 2.2, GPT-image, Nano Banana Pro. Sync and async, returns URLs or local downloads. | ## All tools and toolkits
| Integration | Downloads | | :- | :- | | [`Google imagen`](/oss/python/integrations/tools/google_imagen) | Downloads per month | | [`BrowserToolkit`](/oss/python/integrations/tools/bedrock_agentcore_browser) | Downloads per month | | [`CodeInterpreterToolkit`](/oss/python/integrations/tools/bedrock_agentcore_code_interpreter) | Downloads per month | | [`Gmail toolkit`](/oss/python/integrations/tools/google_gmail) | Downloads per month | | [`Google calendar toolkit`](/oss/python/integrations/tools/google_calendar) | Downloads per month | | [`Google cloud text-to-speech`](/oss/python/integrations/tools/google_cloud_texttospeech) | Downloads per month | | [`Google search`](/oss/python/integrations/tools/google_search) | Downloads per month | | [`Databricks unity catalog (Uc)`](/oss/python/integrations/tools/databricks) | Downloads per month | | [`Azure Logic Apps`](/oss/python/integrations/tools/azure_logic_apps) | Downloads per month | | [`Microsoft Foundry tools`](/oss/python/integrations/tools/azure_ai) | Downloads per month | | [`Microsoft Foundry Tools (formerly Azure AI Services) tools`](/oss/python/integrations/tools/azure_ai_services) | Downloads per month | | [`Tavily crawl`](/oss/python/integrations/tools/tavily_crawl) | Downloads per month | | [`Tavily extract`](/oss/python/integrations/tools/tavily_extract) | Downloads per month | | [`Tavily map`](/oss/python/integrations/tools/tavily_map) | Downloads per month | | [`Tavily search`](/oss/python/integrations/tools/tavily_search) | Downloads per month | | [`WatsonxSQLDatabaseToolkit`](/oss/python/integrations/tools/ibm_watsonx_sql) | Downloads per month | | [`WatsonxToolkit`](/oss/python/integrations/tools/ibm_watsonx) | Downloads per month | | [`Perplexity search`](/oss/python/integrations/tools/perplexity_search) | Downloads per month | | [`Composio`](/oss/python/integrations/tools/composio) | Downloads per month | | [`Oracle AI vector search generate summary`](/oss/python/integrations/tools/oracleai) | Downloads per month | | [`Exa search`](/oss/python/integrations/tools/exa_search) | Downloads per month | | [`Azure container apps dynamic sessions`](/oss/python/integrations/tools/azure_dynamic_sessions) | Downloads per month | | [`Upstage groundedness check`](/oss/python/integrations/tools/upstage_groundedness_check) | Downloads per month | | [`Scalekit`](https://docs.scalekit.com/agentkit/quickstart/) | Downloads per month | | [`ApifyActorsTool`](https://docs.apify.com/integrations/langchain) | Downloads per month | | [`Memory`](https://github.com/skynetcmd/m3-memory/blob/main/docs/integrations/LANGCHAIN.md) | Downloads per month | | [`SemanticaKGTool`](https://docs.getsemantica.ai/integrations/langchain) | Downloads per month | | [`SemanticaDecisionTool`](https://docs.getsemantica.ai/integrations/langchain) | Downloads per month | | [`Brightdataserp`](https://docs.brightdata.com/scraping-automation/serp-api/introduction) | Downloads per month | | [`Brightdataunlocker`](https://docs.brightdata.com/scraping-automation/web-unlocker/introduction) | Downloads per month | | [`Brightdatawebscraperapi`](https://docs.brightdata.com/datasets/scrapers/overview) | Downloads per month | | [`MemgraphToolkit`](https://github.com/memgraph/langchain-memgraph) | Downloads per month | | [`Mcp toolbox for databases`](/oss/python/integrations/tools/mcp_toolbox) | Downloads per month | | [`AdeuToolkit`](https://adeu.ai) | Downloads per month | | [`e2a`](https://e2a.dev) | Downloads per month | | [`Parallel extract`](/oss/python/integrations/tools/parallel_extract) | Downloads per month | | [`Parallel FindAll`](/oss/python/integrations/tools/parallel_findall) | Downloads per month | | [`Parallel Monitor`](/oss/python/integrations/tools/parallel_monitor) | Downloads per month | | [`Parallel search`](/oss/python/integrations/tools/parallel_search) | Downloads per month | | [`Parallel Task API`](/oss/python/integrations/tools/parallel_task) | Downloads per month | | [`StripeAgentToolkit`](/oss/python/integrations/tools/stripe) | Downloads per month | | [`MadeOnSol`](https://madeonsol.com/api-docs) | Downloads per month | | [`AntiBrowToolkit`](https://antibrow.com/docs/langchain) | Downloads per month | | [`Cdp agentkit toolkit`](/oss/python/integrations/tools/cdp_agentkit) | Downloads per month | | [`Compass defi toolkit`](https://pypi.org/project/langchain-compass/) | Downloads per month | | [`DomPrunerFetchTool`](https://github.com/dong7812/dompruner-py) | Downloads per month | | [`SmartScraperTool`](https://github.com/ScrapeGraphAI/langchain-scrapegraph) | Downloads per month | | [`BlopusFetch`](https://blopus.ai/docs/) | Downloads per month | | [`BlopusSearch`](https://blopus.ai/docs/) | Downloads per month | | [`Google drive`](/oss/python/integrations/tools/google_drive) | Downloads per month | | [`LinkupSearchTool`](https://github.com/LinkupPlatform/langchain-linkup) | Downloads per month | | [`Scavio`](https://scavio.dev/docs/langchain) | Downloads per month | | [`Taiga`](https://github.com/Shikenso-Analytics/langchain-taiga) | Downloads per month | | [`1Claw`](https://docs.1claw.xyz/docs/integrations/langchain) | Downloads per month | | [`ERC20Toolkit`](https://github.com/Conrad-sudo/langchain-erc20) | Downloads per month | | [`GateCoreToolkit`](https://gatecoreai.com/docs/) | Downloads per month | | [`Lians`](https://www.lians.ai) | Downloads per month | | [`NimbleExtractTool`](https://docs.nimbleway.com/integrations/connectors/langchain) | Downloads per month | | [`NimbleSearchTool`](https://docs.nimbleway.com/integrations/connectors/langchain) | Downloads per month | | [`SkimReader`](https://skim402.com/docs) | Downloads per month | | [`ToolGuardLayer`](https://github.com/sriram7737/pramagent) | Downloads per month | | [`UniswapV2Toolkit`](https://github.com/Conrad-sudo/langchain-uniswap-v2) | Downloads per month | | [`You.com search`](https://you.com/docs/integrations/langchain) | Downloads per month | | [`Ads4gpts`](https://github.com/ADS4GPTs/ads4gpts) | Downloads per month | | [`AtomicMailToolkit`](https://docs.atomicmail.ai/langchain) | Downloads per month | | [`GandrText2SpeechTool`](https://gandr.ai/docs) | Downloads per month | | [`generate_latam_financial_data`](https://github.com/jmendozapuche/langchain-latam-synth) | Downloads per month | | [`GraphTool`](https://dev.writer.com/home/introduction) | Downloads per month | | [`LexMexTool`](https://lex-mex.xyz) | Downloads per month | | [`MnkiGuardedTool`](https://mnki.com/docs/integrations#frameworks) | Downloads per month | | [`SerpApi Search Tools`](https://serpapi.github.io/serpapi-search-tools-python/docs/sdk-examples/langchain.html) | Downloads per month | | [`TokPortalToolkit`](https://github.com/tokportal/langchain-tokportal) | Downloads per month | | [`WaveSpeedImageGeneration`](https://github.com/WaveSpeedAI/langchain-wavespeed) | Downloads per month | | [`WaveSpeedRunModel`](https://github.com/WaveSpeedAI/langchain-wavespeed) | Downloads per month | | [`WaveSpeedVideoGeneration`](https://github.com/WaveSpeedAI/langchain-wavespeed) | Downloads per month | | [`AgentRAMTools`](https://agentram.dev/langchain-agent-memory-tutorial.html) | Downloads per month | | [`Salesforce`](https://github.com/colesmcintosh/langchain-salesforce) | Downloads per month | | [`Robocorp toolkit`](https://github.com/robocorp/robocorp) | Downloads per month | | [`FoliantPaymentTool`](https://github.com/gazoy/langchain-foliant#readme) | Downloads per month | | [`HindsightTools`](https://docs.hindsight.vectorize.io/sdks/integrations/langgraph) | Downloads per month | | [`WebzNewsSearch`](https://docs.webz.io/docs/webz/news-search-api-mcp) | Downloads per month | | [`ERC8004Toolkit`](https://github.com/Conrad-sudo/langchain-erc8004) | Downloads per month | | [`Prolog`](https://langchain-prolog.readthedocs.io/en/stable/) | Downloads per month | | [`AidressToolkit`](https://aidress.ai) | Downloads per month | | [`GaugeCatalog`](https://github.com/CHANGCHINFU/langchain-truthbear) | Downloads per month | | [`GaugeCoverage`](https://github.com/CHANGCHINFU/langchain-truthbear) | Downloads per month | | [`GaugeRecord`](https://github.com/CHANGCHINFU/langchain-truthbear) | Downloads per month | | [`TruthBearPreview`](https://github.com/CHANGCHINFU/langchain-truthbear) | Downloads per month | | [`SpidraScrape`](https://docs.spidra.io) | Downloads per month | | [`Manifest`](https://omfang.io/manifest-docs) | Downloads per month | | [`AlfrescoToolkit`](https://github.com/OpenDMA/langchain-opendma/blob/main/docs/Toolkit.md#alfrescotoolkit) | Downloads per month | | [`DocumentumToolkit`](https://github.com/OpenDMA/langchain-opendma/blob/main/docs/Toolkit.md#documentumtoolkit) | Downloads per month | | [`FileNetP8Toolkit`](https://github.com/OpenDMA/langchain-opendma/blob/main/docs/Toolkit.md#filenetp8toolkit) | Downloads per month | | [`OnBaseToolkit`](https://github.com/OpenDMA/langchain-opendma/blob/main/docs/Toolkit.md#onbasetoolkit) | Downloads per month | | [`OpenDMAToolkit`](https://github.com/OpenDMA/langchain-opendma/blob/main/docs/Toolkit.md) | Downloads per month | | [`AnyAPIToolkit`](https://github.com/getanyapi-com/integrations/tree/main/langchain-anyapi) | Downloads per month | | [`Synmerco`](https://synmerco.com/docs) | Downloads per month | | [`RelayShield`](https://api.relayshield.net/developers) | Downloads per month | | [`AmazonProductTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`AmazonSearchTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`ChatGPTTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`CheckUsageTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`GoogleSearchTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`ScrapeUrlTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`WalmartProductTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`WalmartSearchTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`YouTubeMetadataTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`YouTubeSearchTool`](https://www.scrapingbee.com/documentation/langchain/) | Downloads per month | | [`LiveTennisToolkit`](https://docs.livetennisapi.com) | Downloads per month | | [`Ampersend`](https://docs.ampersend.ai) | Downloads per month | | [`TendemTools`](https://github.com/Toloka/tendem-mcp/tree/main/integrations/langchain-tendem#readme) | Downloads per month | | [`Hydrafetch`](https://docs.hydrafetch.com) | Downloads per month | | [`ApprovalRequiredTool`](https://useagentgate.com/docs) | Downloads per month | | [`LyrenthReadTool`](https://lyrenth.com/docs/integrations) | Downloads per month | | [`MagicHourToolkit`](https://docs.magichour.ai) | Downloads per month | | [`FootballChartsToolkit`](https://www.football-charts.com/developers) | Downloads per month | | [`ContextToolkit`](https://docs.context.dev) | Downloads per month | | [`Simplepages`](https://simplepages.ai/mcp) | Downloads per month | | [`Hyperbrowser browser agent`](https://www.hyperbrowser.ai/docs/home) | Downloads per month | | [`Hyperbrowser web scraping`](https://www.hyperbrowser.ai/docs/home) | Downloads per month | | [`OptionsAhoy`](https://optionsahoy.com/for-agents) | Downloads per month | | [`AlphaAIInsiderNews`](https://alphai.io/developers) | Downloads per month | | [`AlphaAIInsiderSummary`](https://alphai.io/developers) | Downloads per month | | [`AlphaAINewsSearch`](https://alphai.io/developers) | Downloads per month | | [`AlphaAITickerSentiment`](https://alphai.io/developers) | Downloads per month | | [`ReserpSearchTool`](https://reserp.ai/docs) | Downloads per month | | [`Discord`](/oss/python/integrations/tools/discord) | Downloads per month | | [`Oxylabs`](https://github.com/oxylabs/langchain-oxylabs) | Downloads per month | | [`Mixpeek`](https://mixpeek.com/docs/agent-integrations/langchain) | Downloads per month | | [`WebContactsTool`](https://github.com/JosejuX/rapidapi-metadata-extractor/tree/main/langchain-webmetadata-extractor) | Downloads per month | | [`WebMarkdownTool`](https://github.com/JosejuX/rapidapi-metadata-extractor/tree/main/langchain-webmetadata-extractor) | Downloads per month | | [`WebMetadataExtractTool`](https://github.com/JosejuX/rapidapi-metadata-extractor/tree/main/langchain-webmetadata-extractor) | Downloads per month | | [`WebSEOAuditTool`](https://github.com/JosejuX/rapidapi-metadata-extractor/tree/main/langchain-webmetadata-extractor) | Downloads per month | | [`QuanticData`](https://quanticdata.io/docs/) | Downloads per month | | [`UrlpipeToolkit`](https://urlpipe.dev/integrations/langchain) | Downloads per month | | [`Firecrawl`](https://docs.firecrawl.dev) | Downloads per month | | [`SkillLiteTool`](https://github.com/EXboys/langchain-skilllite) | Downloads per month | | [`ICTPBXToolkit`](https://ictpbx.com) | Downloads per month | | [`Valyucontext`](https://docs.valyu.ai/home) | Downloads per month | | [`Ausca`](https://github.com/auscahq/ausca/tree/main/python/langchain-ausca) | Downloads per month | | [`ICTFaxToolkit`](https://www.ictinnovations.com/) | Downloads per month | | [`ICTContactToolkit`](https://www.ictcontact.com) | Downloads per month | | [`ICTExamToolkit`](https://www.ictlms.net) | Downloads per month | | [`Anchor browser`](https://docs.anchorbrowser.io/introduction) | Downloads per month | | [`ZeroGPUToolkit`](https://docs.zerogpu.ai) | Downloads per month | | [`ClearsignedVerifyTool`](https://clearsigned.com/integrations#langchain) | Downloads per month | | [`Synap`](https://www.maximem.ai/) | Downloads per month | | [`Tableau`](/oss/python/integrations/tools/tableau) | Downloads per month | | [`ReplyLayerToolkit`](https://replylayer.ai/docs/guides/langchain) | Downloads per month | | [`Lumify Sports Intelligence`](https://lumify.ai/docs/ai) | Downloads per month | | [`TalorDataSerpTool`](https://docs.talordata.com/serp-api/integration/sdk-integration/how-to-set-up-talordata-with-langchain) | Downloads per month | | [`Dappier`](https://docs.dappier.com/) | Downloads per month | | [`Opedd`](https://opedd.com/for-ai-agents) | Downloads per month | | [`AsyntaiToolkit`](https://asyntai.com/documentation/integrations/langchain/) | Downloads per month | | [`FeedMyAgentToolkit`](https://github.com/makash/feedmyagent-skill/tree/main/integrations/langchain) | Downloads per month | | [`MemoryRouter`](https://docs.memoryrouter.ai/langchain) | Downloads per month | | [`SerpdiveSearch`](https://serpdive.com/docs) | Downloads per month | | [`MrScraperToolkit`](https://docs.mrscraper.com) | Downloads per month | | [`PerseusVaultToolkit`](https://github.com/Perseus-Computing-LLC/langchain-perseus-vault) | Downloads per month | | [`SailSQLToolkit`](https://docs.lakesail.com/sail/main/guide/integrations/langchain/) | Downloads per month | | [`SuperColony`](https://github.com/TheSuperColony/langchain-supercolony) | Downloads per month | | [`CatchAllTools`](https://www.newscatcherapi.com/docs/web-search-api/integrations/langchain) | Downloads per month | | [`NodeProxyMarkdownTool`](https://github.com/pgalyen1987/NodeProxy/tree/main/integrations) | Downloads per month | | [`CrustAPISearch`](https://crustapi.com/docs) | Downloads per month | | [`RustChainToolkit`](https://github.com/Scottcjn/langchain-rustchain) | Downloads per month | | [`PolarisSearchTool`](https://github.com/Veroq-ai/polaris-sdks/tree/main/python/langchain_polaris) | Downloads per month | | [`Anakin`](https://anakin.io/docs/documentation) | Downloads per month | | [`DnsDoctorToolkit`](https://github.com/dnsdoctor/langchain-dnsdoctor) | Downloads per month | | [`StraleToolkit`](https://strale.dev/docs) | Downloads per month | | [`ScraperAPI`](https://docs.scraperapi.com/) | Downloads per month | | [`Fmp data`](https://github.com/MehdiZare/langchain-fmp-data) | Downloads per month | | [`Capsule`](https://github.com/mavdol/langchain-capsule) | Downloads per month | | [`KeenableSearch`](https://docs.keenable.ai) | Downloads per month | | [`Privy`](/oss/python/integrations/tools/privy) | Downloads per month | | [`Querit`](https://querit.com/docs) | Downloads per month | | [`Pushary`](https://pushary.com/docs/agents/build/langgraph?utm_source=langchain\&utm_medium=integration-directory\&utm_campaign=pushary-langgraph-py) | Downloads per month | | [`DaytonaDataAnalysisTool`](https://github.com/daytonaio/daytona) | Downloads per month | | [`PinchworkDelegateTaskTool`](https://pinchwork.dev) | Downloads per month | | [`FidacyActionFirewall`](https://github.com/fidacy/fidacy-open) | Downloads per month | | [`Naver search`](https://github.com/e7217/langchain-naver-community) | Downloads per month | | [`Xpoz`](https://www.xpoz.ai/docs) | Downloads per month | | [`SpiceDB Permission Tools`](https://github.com/authzed/langchain-spicedb) | Downloads per month | | [`Valthera`](https://github.com/valthera/langchain-valthera) | Downloads per month | | [`ProxyHatFetchTool`](https://docs.proxyhat.com) | Downloads per month | | [`AlexEvidenceVerifier`](https://pypi.org/project/langchain-alex/) | Downloads per month | | [`AxioraToolkit`](https://axiora.dev/docs) | Downloads per month | | [`Vectara`](https://github.com/vectara/langchain-vectara) | Downloads per month | | [`X402PaymentTool`](https://www.agentrails.io/docs) | Downloads per month | | [`cloro`](https://cloro.dev/docs/) | Downloads per month | | [`SerpexSearchResults`](https://serpex.dev/docs) | Downloads per month | | [`OpenGradientToolkit`](https://docs.opengradient.ai/) | Downloads per month | | [`DiffbotAskTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`DiffbotDQLProbeTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`DiffbotEntitiesTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`DiffbotExtractTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`DiffbotKnowledgeGraphTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`DiffbotOntologyTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`DiffbotWebSearchTool`](https://github.com/diffbot/langchain-diffbot) | Downloads per month | | [`Agentql`](https://docs.agentql.com/home) | Downloads per month | | [`AgentFetch`](https://www.agentfetch.dev) | Downloads per month | | [`Jenkins`](https://github.com/Amitgb14/langchain_jenkins) | Downloads per month | | [`Tonic Textual`](https://textual.tonic.ai) | Downloads per month | | [`YutoriBrowsingTool`](https://docs.yutori.com) | Downloads per month | | [`Hlido`](https://hlido.eu/docs/) | Downloads per month | | [`Permit`](https://github.com/permitio/langchain-permit) | Downloads per month | | [`Algenta`](https://github.com/thyn-ai/algenta-integrations/tree/main/python/langchain-algenta#readme) | Downloads per month | | [`Instanode`](https://instanode.dev/docs) | Downloads per month | | [`Stardog`](https://github.com/stardog-union/stardog-langchain) | Downloads per month | | [`URLCheck`](https://preclick.ai/) | Downloads per month | | [`SignatrustGenerateReceiptTool`](https://signatrust.net/docs/api) | Downloads per month | | [`W2A`](https://w2a-protocol.org/) | Downloads per month | | [`iFlow Search`](https://platform.iflow.cn/) | Downloads per month | | [`PlivoToolkit`](https://github.com/plivo-dev/langchain-plivo-tools) | Downloads per month | | [`GracefulFailTool`](https://selfheal.dev/docs) | Downloads per month | | [`PaySafe`](https://paysafe-agent.com) | Downloads per month | | [`DeweyResearchTool`](https://github.com/meetdewey/langchain-dewey) | Downloads per month | | [`ModexiaToolkit`](https://modexia.software/docs) | Downloads per month | | [`OctenSearchResults`](https://docs.octen.ai) | Downloads per month | | [`FlowSpeechTextToSpeechTool`](https://flowspeech.io/docs) | Downloads per month | | [`SidClawToolkit`](https://docs.sidclaw.com/docs/integrations/langchain) | Downloads per month | | [`pr402`](https://docs.ipay.sh) | Downloads per month | | [`HashlockToolkit`](https://hashlock.markets/docs) | Downloads per month | | [`Claw Messenger`](https://www.clawmessenger.com/blog/langchain-imessage-integration) | Downloads per month | | [`KerqTrustTool`](https://kerq.dev/docs) | Downloads per month | | [`Cosmergon`](https://cosmergon.com) | Downloads per month | | [`CrawleoCrawler`](https://crawleo.dev/integrations/langchain) | Downloads per month | | [`CrawleoSearch`](https://crawleo.dev/integrations/langchain) | Downloads per month | | [`DexPaprikaToolkit`](https://docs.dexpaprika.com) | Downloads per month | | [`ILoveVideoEditorTool`](https://ilovevideoeditor.com/docs/api-guide) | Downloads per month | | [`AgentMail Toolkit`](https://docs.agentmail.to/welcome) | Downloads per month | | [`AproxPayProxyGetTool`](https://github.com/aproxpay/langchain-aproxpay) | Downloads per month | | [`Search1API Toolkit`](https://www.search1api.com/docs/integrations/langchain) | Downloads per month | | [`BiddaComplianceTool`](https://bidda.com/developers) | Downloads per month | | [`Bodo DataFrames`](https://docs.bodo.ai/) | Downloads per month | | [`GoodSender Toolkit`](https://goodsender.com/docs) | Downloads per month | | [`UnstructuredTransformToolkit`](/oss/python/integrations/tools/unstructured_transform) | Downloads per month | | [`IgptAsk`](https://docs.igpt.ai/docs/sdks/langchain#igpt-ask) | Downloads per month | | [`IgptSearch`](https://docs.igpt.ai/docs/sdks/langchain#igpt-search) | Downloads per month | | [`AgentLineToolkit`](https://docs.agentline.cloud/introduction) | Downloads per month | | [`Toolstem`](https://toolstem.com) | Downloads per month | | [`CekiToolkit`](https://ceki.me) | Downloads per month | | [`VeriflyEmailVerifier`](https://verifly.email/docs) | Downloads per month | | [`Synap DocuAnalyzer`](https://github.com/synapsoft-DA/langchain-synapsoft) | Downloads per month | | [`FlipCoinToolkit`](https://github.com/flipcoin-fun/flipcoin-langchain) | Downloads per month | | [`ProxyClaw`](https://proxyclaw.ai/docs) | Downloads per month | | [`SearchApiSearch`](https://www.searchapi.io/docs/google) | Downloads per month | | [`SibflyGroundMotion`](https://sibfly.com) | Downloads per month | | [`Synoppy`](https://synoppy.com/docs) | Downloads per month | | [`AgenticEmailToolkit`](https://agenticemail.dev/docs) | Downloads per month | | [`NiaToolkit`](https://github.com/nozomio-labs/nia-langchain) | Downloads per month | | [`AgentPhone Toolkit`](https://docs.agentphone.ai/welcome) | Downloads per month | | [`Drasi`](https://github.com/drasi-project/langchain-drasi) | Downloads per month | | [`AIIdentityToolkit`](https://ai-identity.co/docs) | Downloads per month | | [`Blindfold`](https://docs.blindfold.dev) | Downloads per month | | [`GoodMemToolkit`](https://docs.goodmem.ai) | Downloads per month | | [`ThorDataSearchTool`](https://github.com/Thordata/langchain-thordata) | Downloads per month | | [`Tilores`](https://github.com/tilotech/tilores-langchain) | Downloads per month | | [`KeiroSearchTool`](https://github.com/Keirolabs-API/langchain-keiro) | Downloads per month | | [`UniRate`](https://unirateapi.com) | Downloads per month | | [`CambToolkit`](https://docs.camb.ai/introduction) | Downloads per month | | [`Delegare`](https://docs.delegare.dev/introduction) | Downloads per month | | [`ScrapelessCrawlerScrapeTool`](https://github.com/scrapeless-ai/langchain-scrapeless) | Downloads per month | | [`ScrapelessDeepSerpGoogleSearchTool`](https://github.com/scrapeless-ai/langchain-scrapeless) | Downloads per month | | [`ScrapelessUniversalScrapingTool`](https://github.com/scrapeless-ai/langchain-scrapeless) | Downloads per month | | [`MuAPI`](https://muapi.ai/docs/introduction) | Downloads per month | | [`DynamicFeed`](https://dynamicfeed.ai/integrations) | Downloads per month | | [`scoutwyze_rank`](https://github.com/scoutwyze-max/scoutwyze-compute/blob/main/examples/README.md) | Downloads per month | | [`SnapRender`](https://snap-render.com) | Downloads per month | | [`TempGuru`](https://tempguru.co/ai-agents) | Downloads per month | | [`GreenCalculusToolkit`](https://greencalculus.com/guides/emission-factors-langchain/) | Downloads per month | | [`UploadPostToolkit`](https://docs.upload-post.com/guides/langchain) | Downloads per month | | [`MartToolkit`](https://github.com/Mart-API/langchain-mart#readme) | Downloads per month | | [`AgentLair`](https://agentlair.dev/docs) | N/A | | [`Browserless`](https://browserless.io) | N/A | | [`HuangtingFlux`](https://huangtingflux.com/integrations/langchain) | N/A | | [`KavelImageGenerator`](https://github.com/hanshs474/langchain-kavel#readme) | N/A | | [`Stagehand`](/oss/python/integrations/tools/stagehand) | N/A |
If you'd like to contribute an integration, see [Contributing integrations](/oss/python/contributing#add-a-new-integration). ***
[Connect these docs](/use-these-docs) to your agent of choice via MCP for real-time answers. [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/oss/python/integrations/tools/index.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).