← All topic guides

MCP topic guide

OpenAPI MCP Servers

Expose existing REST APIs as MCP tools without hand-writing every integration. Compare OpenAPI bridges and API gateways in our catalog.

Showing 60 of 250 matching servers from our catalog. Search full directory →

Muapi

AI & Memory ★ 1,009
Remote

Access 400+ generative AI models directly from your AI assistant. Generate images (FLUX, Midjourney, GPT-4o), create videos (Veo3, Kling, Runway), make music (Suno), enhance photos (upscale, background removal, face swap), and more — all via a single MCP server.

search_models muapi_image_generate muapi_image_edit muapi_video_generate +15 more

MU — say it, get it made

Design ★ 45
Remote

MU is an AI-autonomous goods brand. Any agent can open a store, generate a design from a prompt (or upload artwork), and create real, shippable products across 40+ kinds — tees, hoodies, mugs, posters, gi, plus digital goods. Start with mu_register + mu_verify (no key needed). 23 tools.

mu_register mu_verify mu_status mu_quote +19 more

Jobly — Agent-to-Agent Contract Marketplace

AI & Memory ★ 46
Remote

Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobly — an agent-to-agent contract marketplace. Every contract requires structured acceptance criteria, making "did they deliver?" answerable from a spec. Disputes go through AI verdict → appeal window → community stake vote before escrow moves. **29 tools covering the full contract lifecycle:** - Register/login and get an API key - Post contracts with structured terms (scope, deliverables, acceptance criteria) - Browse open contracts and submit proposals - Negotiate via counter-offers - Submit and review deliverables - Release escrow or raise disputes - Appeal AI verdicts and vote on community disputes - Manage provider profiles, messages, and reviews All transactions use JOOBs (sandbox currency). Free to use.

register login list_contracts get_contract +25 more

Lano-enterprise-mcp

Search & Web ★ 4,688
Remote

Store and retrieve semantic memories using advanced vector search and intelligence-driven insight extraction. Organize knowledge across projects with secure access controls and comprehensive system health monitoring. Optimize your information flow by detecting duplicates and analyzing usage patterns for better decision support.

list_memories create_memory create_memory_chunked get_memory +24 more

lanonasis-mcp

Search & Web ★ 2,913
Remote

Manage long-term memory across projects with fast semantic search and retrieval. Create, update, and organize memories, then query them to ground your workflows with relevant context. Control API keys and configuration, monitor system status, and instantly search the LanOnasis docs when you need guidance.

create_memory search_memories search_lanonasis_docs get_memory +15 more

Postman

AI & Memory
Remote

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.

createCollection createCollectionRequest createCollectionResponse createEnvironment +37 more

bitget-mcp

Dev Tools ★ 375
Remote

crypto_market defi_analytics dex_market sentiment_index +15 more

Ohmyfin Banking Intelligence

Communication ★ 5,389
Remote

Cross-border payment and banking intelligence for AI agents: SWIFT/BIC lookup, IBAN validation, sanctions screening, ECB FX rates and timing, payment cutoff times, bank holidays. Built for treasury and payment-operations teams. 28 tools; most free, no key required. Less limits with key + FI license validation.

swift_lookup iban_validate country_banking_rules country_payment_codes +27 more

Jina AI

Search & Web ★ 79,346
Remote

AI-powered search and retrieval platform. Search the web, read page content, extract structured data, and ground AI responses.

show_api_key primer guess_datetime_url capture_screenshot_url +17 more

Blockscout MCP Server

AI & Memory ★ 3,165
Remote

Provide AI agents and automation tools with contextual access to blockchain data including balances, tokens, NFTs, and contract metadata. Enable multi-chain support and deliver enhanced user experience with progress notifications for long-running queries. Facilitate seamless integration with AI hosts like Claude Desktop for blockchain data analysis.

__unlock_blockchain_analysis__ get_block_info get_block_number get_address_by_ens_name +12 more

Synmerco — Confidential Escrow for AI Agent Commerce

Payments & Commerce ★ 47
Remote

The only MCP server with Confidential Escrow Mode — HIPAA/GDPR-ready encrypted transactions for regulated AI agents. 46 tools for the full agent commerce lifecycle. **Confidential Escrow** — encrypted transactions with buyer-only decryption (x25519) and zero-knowledge proof of delivery. The escrow system never sees the work product. Built for healthcare (HIPAA), financial services (SOC 2), and legal (privilege). **What you get:** escrow lifecycle, trust scores (SynmercoScore 0-1000), on-chain reputation (ERC-8004 on 4 chains), marketplace, wallets, negotiation, disputes, referrals (0.25% lifetime), protocol gateway (A2A/MCP/REST/x402), multi-agent workflows, ZK proofs, collateral staking. **10 tools work free — no API key needed.** $1K Shield Insurance per escrow. 3.25% flat fee. 179K+ agents in ecosystem.

lookup_trust_score search_agents compare_agents estimate_fees +42 more

OneSignal

AI & Memory ★ 11,189
Remote

OneSignal is a customer engagement platform that lets you send targeted push notifications, emails, SMS, and in-app messages, manage audiences, and track campaign performance. With the OneSignal MCP, manage your messaging directly from your AI assistant. Send push notifications, emails, and SMS by simply describing your audience and message. Check campaign delivery stats, build audience segments, manage templates, and handle user subscriptions all through conversation.

create_alias_by_subscription create_or_update_alias create_segment create_subscription +27 more

Mesh MCP

Dev Tools ★ 9,219
Remote

Access your network seamlessly with a simple and efficient server. Leverage a variety of tools to enhance your applications and workflows. Start integrating with your existing systems effortlessly.

get_user_information searchContacts getContact createContact +16 more

Malaysia Transit MCP

AI & Memory ★ 577
Remote

A Model Context Protocol server that taps access to real-time bus and train information across 12 Malaysian cities. Get live arrivals, vehicle tracking, and route details from Rapid KL, Rapid Penang, and various BAS.MY services across Malaysia. Currently covering the following areas: - Kangar - Alor Setar - Penang - Klang Valley (Kuala Lumpur, Selangor, Putrajaya) - Melaka - Johor Bahru - Kota Bharu - Kuala Terengganu - Kuching - Ipoh - Seremban More areas to be covered soon! Note: this is NOT an official MCP server by the Government of Malaysia or anyone from Prasarana Malaysia, Ministry of Transport (MOT), Agensi Pengangkutan Awam Darat (APAD), KTM Berhad, or operators involved in BAS.MY operations.

list_service_areas detect_location_area get_area_info search_stops +39 more

Wayforth

Search & Web ★ 26,884
Remote

The API runtime for AI agents. One tool call. Any API. No setup. Search 4,974 verified APIs ranked by WayforthRank — the only ranking algorithm powered by real agent payment signals, not ads. Execute via 18 managed services with zero API keys. Self-healing: if a service fails, credits restore automatically. What your agent can do: Search 4,974 APIs across 19 categories by intent Execute: inference, translation, image generation, speech-to-text, web search, financial data, weather, news, and more Bring your own API keys (BYOK) for any service Pay per query via x402 at $0.002 USDC Query with WayforthQL: filter by tier, price, protocol, latency Three payment rails: Card · USDC on Base · x402 Get started free: 100 calls · No card required uvx wayforth-mcp · wayforth.io

wayforth_run wayforth_execute wayforth_search wayforth_list +13 more

squeezeos

Payments & Commerce ★ 53
Remote

SqueezeOS — The premier Institutional AI Trading Intelligence and Real-World Data Oracle for autonomous agents. Features: - **Council Verdict**: Get institutional-grade BUY/SELL/HOLD directives across the US equity market based on 8 proprietary engines (options flow, dark pool accumulation, Gamma/VPIN). - **Sovereign Autopilot**: Real-time access to the live autopilot tracking system. - **Data Oracle**: Sub-second SEC 8-K, FDA, and USPTO patent feed triggers. - **Agent Marketplace**: Buy, sell, and escrow peer-to-peer trading signals via XRPL. To use premium endpoints, subscribe for an API Key at: https://buy.stripe.com/bJe28tcjE4Z19hHevU6wE1A

demo_council council_verdict market_scan options_intelligence +29 more

Youtube

Dev Tools ★ 6,581
Remote

YouTube is a video-sharing platform with user-generated content, live streaming, and monetization opportunities, widely used for marketing, education, and entertainment

YOUTUBE_GET_CHANNEL_ACTIVITIES YOUTUBE_GET_CHANNEL_ID_BY_HANDLE YOUTUBE_GET_CHANNEL_STATISTICS YOUTUBE_GET_VIDEO_DETAILS_BATCH +12 more

Hippycampus

Dev Tools
Local

Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.

Tools on detail page

Seah Boon Keong - Chat with BNM API Datasets

Communication ★ 66
Remote

MCP for public datasets on BNM Open Data API (Developed by Seah Boon Keong) Allows users to access a wide range of financial and economic data published by Bank Negara Malaysia. Users can retrieve data on various economic indicators such as current exchange rates, OPR, interbank activity, government bond yields, monetary aggregates, reserves, gold prices, consumer alerts, etc.

get_exchange_rate get_base_rate get_daily_FX_turnover get_financial_consumer_alert +22 more

livedatalink

AI & Memory ★ 7,376
Remote

LiveDataLink is a hosted MCP server giving AI agents 182 real-time data tools across 36 domains through a single Streamable HTTP endpoint. Coverage: sanctions screening (OFAC + UN + EU + BIS first-party indexed), SEC EDGAR filings, federal courts plus Caselaw Access Project, IRS nonprofits (1.27M tax-exempt orgs), NPPES healthcare providers, USAspending federal awards, Federal Register + eCFR regulations, CVE + threat intel (RDAP, IP reputation, FBI Wanted, CISA KEV), FRED + BLS + US Treasury + World Bank macro, EIA + NREL energy, Zillow real estate, Texas parcels, ClinicalTrials.gov, FDA, EPA, FEC, FMCSA trucking, USPTO patents, Census, federal recreation (RIDB), Project Gutenberg books, OpenAlex scholarly, NPM + PyPI + cargo + GitHub supply-chain intel. One bearer token, one endpoint, one bill. Free tier (100 queries/month, no credit card) at livedatalink.ai/signup/free. Paid plans from $10/month. Built for compliance, due diligence, and agentic research workflows. Operated by Blackbox Foundry LLC.

property_lookup property_search_owner property_search_area property_value_history +46 more

FavCRM — Agentic CRM

Communication ★ 2,271
Remote

**Agentic CRM for service businesses** — 136 typed tools across customers, bookings, loyalty, invoices, and WhatsApp/SMS. Hosted at `api.favcrm.io/mcp`. ### What it does - **Customers & loyalty** — segments, memberships, rewards, points - **Bookings** — create, confirm, cancel, no-show; capacity-aware schedules - **Commerce** — invoices, payments, products, orders, inventory - **Communications** — WhatsApp, SMS, email with templates - **CRM core** — contacts, tasks, tickets, deals, campaigns ### Auth API key (`fav_mcp_...`). Sign up free at [favcrm.io](https://favcrm.io) → Settings → API Keys. **Free tier:** 100 customers + 200 bookings/month. No credit card. ### Quickstart Install snippets, examples, and smoke tests: [github.com/favcrm/mcp](https://github.com/favcrm/mcp)

search_members get_member_profile list_tags attach_tags +46 more

Cloudflare

Cloud & Infra
Remote

Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)

search execute

ContrastAPI

Search & Web ★ 859
Remote

MCP server with 55 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.

domain_report audit_domain contrast_scan tech_stack_cve_audit +46 more

Banco MCP

AI & Memory ★ 3,684
Remote

# Banco MCP — Open Finance Brasil Conecte 30+ bancos brasileiros (Itaú, Nubank, Bradesco, Santander, Inter, Banco do Brasil, Caixa, C6 e mais) ao Claude, Cursor e agentes de IA via **Open Finance**, regulado pelo Banco Central. Pergunte sobre gastos, extratos, faturas e investimentos em linguagem natural. - 🏦 30+ bancos via Open Finance Brasil - 💳 Extratos, saldos, faturas de cartão, investimentos, empréstimos - 🔒 Somente leitura (a IA não movimenta dinheiro) - 🛡️ LGPD, consentimento explícito e revogável ## Ferramentas Contas e saldos, extratos, faturas de cartão, investimentos, empréstimos, categorias, sincronização e desconexão de banco. Funciona em qualquer cliente MCP. Servidor remoto: `https://api.mcp.ai/banco`

openfinance_search_bank_connectors openfinance_list_connections openfinance_get_item_status openfinance_provider_status +20 more

n8n-Management

Automation ★ 614
Remote

MCP server for n8n workflow automation — manage workflows, executions, credentials, tags, and users. Features - Full workflow lifecycle (create, activate, execute, deactivate, delete) - Execution monitoring and debugging (list, inspect, retry, cleanup) - Credential management (create, update, rotate, schema lookup) - Tag-based workflow organization - User management with role control (owner permissions required) 27 Tools Workflows: list, get, create, update, delete, activate, deactivate, execute, get tags, update tags Executions: list, get, delete, retry Credentials: create, update, delete, get schema Tags: list, get, create, update, delete Users: list, get, delete, update role Configuration - N8N_URL — Your n8n instance URL (e.g. https://your-n8n.example.com) - N8N_API_KEY — API key from n8n Settings → API → Create API Key

n8n_list_workflows n8n_get_workflow n8n_create_workflow n8n_update_workflow +23 more

Google Docs

Dev Tools ★ 2,348
Remote

Google Docs is a cloud-based word processor with real-time collaboration, version history, and integration with other Google Workspace apps

GOOGLEDOCS_COPY_DOCUMENT GOOGLEDOCS_CREATE_DOCUMENT GOOGLEDOCS_CREATE_DOCUMENT_MARKDOWN GOOGLEDOCS_CREATE_FOOTER +29 more

Google Super

Communication ★ 4,234
Remote

Google Super App combines all Google services including Drive, Calendar, Gmail, Sheets, Analytics, Ads, and more, providing a unified platform for seamless integration and management of your digital life.

GOOGLESUPER_ACL_PATCH GOOGLESUPER_ADD_ENRICHMENT GOOGLESUPER_ADD_FILE_SHARING_PREFERENCE GOOGLESUPER_ADD_LABEL_TO_EMAIL +46 more

lion-x402

AI & Memory ★ 72
Remote

Keyless MCP enrichment + real-world CPG/retail price intel for AI agents. Pay-per-call in USDC on Base (x402) — no API key, no account, no subscription. Company firmographics + SEC financials, CPG product & shop prices, OFAC/VAT compliance, token-risk, multi-chain RPC. Every response Ed25519-attested so agents can verify it offline. Free to try: lion_declare_need, lion_quick_intel.

lion_declare_need lion_quick_intel lion_composite_bundle lion_enrich_v1 +16 more

Agent News

Search & Web ★ 8,742
Remote

The intelligence layer agents use before they act, sourced answers on the agent economy. Query verified AI news with citations, confidence scores, and Ethics Engine ratings. Use instead of generic web search for any question about AI agent tools, MCPs, or frameworks. Every result carries citations, confidence scores, and Ethics Engine ratings. Built for agents to verify evidence before recommending tools, installing MCP servers, or taking action.

tat_search tat_ask tat_get_event tat_stats +14 more

Wise

Cloud & Infra ★ 1,447
Remote

# Wise MCP da Wise (https://wise.com), acesso à conta multi-moeda via Personal Token + chave SCA. Lê profiles, balances, transferências, atividades e, crucialmente, extratos completos por moeda incluindo CARD_TRANSACTION (compras com o cartão Wise), que o conector Open Finance brasileiro (Pluggy) não sincroniza. Servidor stateless rodando em Cloudflare Workers; credenciais ficam só na WCA da plataforma. Funciona em qualquer cliente MCP. Servidor remoto: `https://api.mcp.ai/p_wise`

wise_list_profiles wise_list_balances wise_get_balance_statement wise_list_activities +8 more

Nubank MCP

AI & Memory ★ 2,223
Remote

# Nubank MCP Conecte sua conta do **Nubank** ao Claude, ChatGPT e agentes de IA via Open Finance Brasil. Pergunte sobre saldos, extratos, faturas de cartão e investimentos do Nubank em linguagem natural. Regulado pelo Banco Central, somente leitura. Funciona em qualquer cliente MCP. Servidor remoto: `https://api.mcp.ai/p_nubank`

openfinance_search_bank_connectors openfinance_list_connections openfinance_get_item_status openfinance_provider_status +20 more

Math-MCP

AI & Memory ★ 23,265
Remote

Enable your LLMs to perform accurate numerical calculations with a simple API. Leverage basic arithmetic and statistical functions to enhance your applications. Simplify complex mathematical tasks effortlessly and improve your model's capabilities.

add subtract multiply division +18 more

Todoist

Dev Tools
Remote

Full implementation of Todoist Rest API for MCP server

TODOIST_ADD_WORKSPACE TODOIST_CLOSE_TASK TODOIST_CREATE_COMMENT TODOIST_CREATE_LABEL +26 more

Instagram

Dev Tools ★ 2,971
Remote

Instagram is a social media platform for sharing photos, videos, and stories. Only supports Instagram Business and Creator accounts, not Instagram Personal accounts.

INSTAGRAM_CREATE_CAROUSEL_CONTAINER INSTAGRAM_CREATE_MEDIA_CONTAINER INSTAGRAM_CREATE_POST INSTAGRAM_GET_CONVERSATION +12 more

Google Sheets

Data & Analytics ★ 48,461
Remote

Read, write, and format spreadsheet data. Manage sheets, run formulas, and collaborate on structured data in real time.

GOOGLESHEETS_ADD_SHEET GOOGLESHEETS_AGGREGATE_COLUMN_DATA GOOGLESHEETS_APPEND_DIMENSION GOOGLESHEETS_BATCH_GET +34 more

Google Calendar

Communication ★ 18,523
Remote

Schedule events, check availability, and manage calendars. Create meetings, set reminders, and coordinate across time zones.

GOOGLECALENDAR_ACL_PATCH GOOGLECALENDAR_CALENDAR_LIST_INSERT GOOGLECALENDAR_CALENDAR_LIST_UPDATE GOOGLECALENDAR_CALENDARS_DELETE +25 more

Google Drive

Search & Web ★ 15,538
Remote

Upload, organize, and share files in the cloud. Manage folders, set permissions, and search across stored documents.

GOOGLEDRIVE_ADD_FILE_SHARING_PREFERENCE GOOGLEDRIVE_COPY_FILE GOOGLEDRIVE_CREATE_COMMENT GOOGLEDRIVE_CREATE_DRIVE +16 more

Google Tasks

Communication ★ 9,926
Remote

Google Tasks provides a simple to-do list and task management system integrated into Gmail and Google Calendar for quick and easy tracking

GOOGLETASKS_CLEAR_TASKS GOOGLETASKS_CREATE_TASK_LIST GOOGLETASKS_DELETE_TASK GOOGLETASKS_DELETE_TASK_LIST +10 more

Brave Search

Search & Web ★ 8,280
Remote

Search the web with Brave's independent index — web, news, images, and videos. Bring your own subscription token from the [Brave Search API dashboard](https://api-dashboard.search.brave.com).

brave_web_search brave_news_search brave_image_search brave_video_search +4 more

Reddit

Dev Tools ★ 6,619
Remote

Reddit is a social news platform with user-driven communities (subreddits), offering content sharing, discussions, and viral marketing opportunities for brands

REDDIT_CREATE_REDDIT_POST REDDIT_DELETE_REDDIT_COMMENT REDDIT_DELETE_REDDIT_POST REDDIT_EDIT_REDDIT_COMMENT_OR_POST +6 more

Pulse

Dev Tools ★ 1,890
Remote

Access comprehensive travel and location data to streamline trip planning and destination research. Discover curated activities and points of interest for any location worldwide. Retrieve real-time geographic and recreational information to build better travel experiences.

estimate_trip_cost generate_packing_list list_destinations compare_destinations +25 more

The STALL

AI & Memory ★ 305
Remote

293 AI-callable finance and data tools over MCP. No API keys required. US stocks, crypto, DeFi, macro, prediction markets, sanctions, on-chain intelligence. x402 USDC pay-per-call on Base. Built by IntuiTek1.

action-receipt activist-investor-intel address-intel address-security +46 more

UCP Gateway

Search & Web ★ 16,899
Remote

AI Shopping tools for product search, comparison, and safe checkout Commerce Gateway — an infrastructure layer that enables open-source AI agents to participate in agentic commerce through the Universal Commerce Protocol. Our platform gives agents a hosted UCP profile registry, a secure MCP gateway, and access to commerce flows without requiring every agent to own a domain, GitHub account, or Shopify credentials. With this solution, agents can discover products, recommend options, build carts, validate them with the user, and generate checkout handoff links where the buyer completes payment safely on Shopping platform. The value is simple: we make AI commerce accessible to open-source agents while keeping payments secure, merchants protected, and user confirmation at the center of every transaction.

register_ucp_profile get_ucp_profile shopping_product_search shopping_product_get +8 more

AusEcon MCP - ABS RBA and APRA Data

Dev Tools ★ 12,003
Remote

MCP server for retrieval of Australian economic and financial data - supports ABS, RBA and APRA

search_datasets list_catalogue list_economic_concepts get_abs_dataset_structure +10 more

OpenAPI Schema Explorer

Dev Tools
Local

Token-efficient access to OpenAPI/Swagger specs via MCP Resources

Tools on detail page

Shibui Finance

Databases ★ 3,889
Remote

## Server Description Screen 9,900+ US equities across 64 years of daily prices, quarterly financials, and 56 technical indicators. Describe what you're looking for in plain English and Shibui translates it into SQL against a 31M-row database. Combine multi-year margin consistency, revenue growth trends, RSI and MACD signals, balance sheet strength, valuation ratios, and earnings surprises in a single query. Examples: - "Find companies under $5B market cap where operating margins stayed above 15% every year since 2019 with revenue growth in at least 4 of those years" - "Which stocks just crossed below their 200-day SMA with RSI under 30 but had positive free cash flow last quarter?" - "Compare NVDA vs AMD on revenue growth, gross margins, and EV/EBITDA over the last 3 years" ### Coverage - **Symbols:** 9,900+ (NYSE + NASDAQ) - common stocks, ETFs, ADRs, REITs - **Prices:** ~31M daily OHLCV records since 1962 - **Financials:** Quarterly and annual income statements, balance sheets, cash flow (1990-present) - **Valuation:** Daily P/E, P/B, market cap, enterprise value, EV/EBITDA, FCF yield (1993-present) - **Technical indicators:** 56 pre-calculated (RSI, MACD, Bollinger Bands, SMA, EMA, ADX, candlestick patterns, and more) - **Earnings:** Quarterly EPS actuals, estimates, and surprise percentages - **Analyst estimates:** Target prices, buy/hold/sell ratings - **Ownership:** Institutional holdings, short interest ### Access Free. No API key. Remote MCP server at `https://mcp.shibui.finance/mcp`. Connect in under 2 minutes.

stock_data_query get_database_schema get_query_patterns load_fundamental_workflow +8 more

tradingcalc-mcp

AI & Memory ★ 104
Remote

19 deterministic crypto futures calculators and workflows across 4 suites. Trade planning, risk & margin, funding & carry. Formulas normalized across 7 exchanges (Binance, Bybit, OKX, Hyperliquid, MEXC, KuCoin, Aster). Not AI estimates — exact numbers your bot can trust. Every formula is regression-tested. Access via Streamable HTTP MCP or REST.

workflow.run_pnl_planning workflow.run_liquidation_safety workflow.run_breakeven_planning workflow.run_position_sizing +15 more

LastLook Data

Communication ★ 18,622
Remote

LastLook Data gives AI agents real-time access to US financial market data: Treasury yields (2yr, 10yr, 30yr), mortgage rates, Fed funds rate, CPI, unemployment, GDP, WTI/Brent crude, natural gas, and G10 FX rates. Also includes derived indicators: yield curve spreads (2s10s, 3m10y) with inversion signal, Sahm Rule recession indicator, Fed policy spread (EFFR vs IORB), and upcoming FRED economic calendar. Data sourced from FRED and ECB. Pay per query via x402 on Base — no accounts, no API keys, no subscriptions.

get_treasury_yield_current get_treasury_yield_by_date get_series get_fx_rate_current +1 more

Omega

Search & Web ★ 7,264
Remote

Maintain persistent project context by storing decisions, lessons, and task checkpoints for seamless session transitions. Navigate information through semantic search and relationship graphs to uncover related knowledge clusters. Automate memory consolidation and cleanup to keep your workspace organized and relevant.

omega_store omega_query omega_welcome omega_profile +22 more

Buildkite

Dev Tools
Remote

Manage [Buildkite](https://buildkite.com) pipelines and builds.

access_token create_build create_cluster create_cluster_queue +29 more

SparkForge

Search & Web ★ 4,930
Remote

Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents, and extract text from images or PDFs with ease. Streamline your workflow by automating tasks like SEO metadata extraction, code reviews, and content creation.

generate_image take_screenshot html_to_markdown summarize_text +29 more

Trello

Search & Web ★ 1,735
Remote

Unofficial, third-party integration for Trello’s web-based kanban-style, list-making application.

TRELLO_ADD_BOARDS TRELLO_ADD_BOARDS_CALENDAR_KEY_GENERATE_BY_ID_BOARD TRELLO_ADD_BOARDS_CHECKLISTS_BY_ID_BOARD TRELLO_ADD_BOARDS_EMAIL_KEY_GENERATE_BY_ID_BOARD +46 more

Coal - Payments for AI agents

Search & Web ★ 4,934
Remote

# Coal Coal gives AI agents a real checkout. Discover merchants through the decentralized 0G Storage catalog, pay autonomously in USDC on Base via x402 (Coinbase) or OKX APP (v2 envelope), and download purchased products — all without a human in the loop. Receipts are anchored on 0G Chain, allowing any third party to independently verify payments without trusting Coal itself. The MCP server is fully multi-tenant: every user supplies their own wallet key through the `X-Coal-Agent-Key` header, meaning the server never stores long-lived private keys or custody secrets. Agents are gasless by default — Coal covers operator gas costs. --- ## MCP Tools (13) ### Discovery & Marketplace * `discover_merchants` Browse the marketplace as a Markdown product grid * `search_products` Search and filter by product name, price, or tags * `get_merchant_profile` Retrieve merchant metadata and payout addresses * `query_merchant_memory` Natural-language merchant Q&A powered by TEE-backed 0G Compute --- ### Payments & Checkout * `check_paywall` Check whether an address has already paid * `create_checkout` Create a Coal checkout session *(requires API key)* * `get_checkout_status` Retrieve checkout session state and payment status * `pay_merchant` Send USDC on Base using ERC-3009 gasless transfers --- ### Verification & Delivery * `verify_receipt` Verify the complete proof trail: 1. Base transaction 2. 0G Storage receipt 3. 0G Chain anchor * `download_product` Verify on-chain payment and return a signed download URL --- ### Infrastructure & Agent Utilities * `get_0g_health` Check live 0G mainnet status * `agent_wallet_status` View derived wallet address and USDC balance * `setup_instructions` Print the full integration and setup guide --- ## Live Demos * Claude paying $0.10 for an ebook end-to-end `https://agent.usecoal.xyz` * x402 paywall demo `https://oracle.usecoal.xyz/api/price/ETH` --- ## Stack * Dual-protocol supp

discover_merchants search_products get_merchant_profile query_merchant_memory +9 more

MoltPe

Payments & Commerce ★ 2,524
Remote

AI-native payment infrastructure that gives AI agents isolated wallets with programmable spending policies for autonomous USDC stablecoin transactions. **11 MCP tools** for Claude Desktop, Cursor, and Windsurf: - check_balance, send_payment, list_transactions, agent_info - create_invoice, pay_invoice, check_invoice_status, list_invoices - call_x402_endpoint, call_mpp_endpoint, plus more **Tri-rail support:** x402 (HTTP-native micropayments), MPP (session-based streaming), and traditional fiat. Multi-chain USDC on Polygon PoS, Base, and Tempo with sub-second settlement. **Non-custodial wallets** with Shamir key splitting — your keys, never ours. **Programmable spending policies** (daily caps, per-transaction caps, recipient allowlists, cooldowns) enforced at the infrastructure level. Your agent literally cannot overspend regardless of prompt injection or buggy retry loops. **Free tier** — no credit card, no KYC, no geographic gating. - Site: https://moltpe.com - Open source reference: https://github.com/umangbuilds/moltpe-agent-payments (Apache 2.0) - India guide: https://moltpe.com/india - Developer quickstart: https://moltpe.com/blog/integrate-moltpe-in-5-minutes-developer-quickstart

check_balance list_transactions agent_info send_payment +7 more

Keenable Web Search

Search & Web ★ 10,095
Remote

Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP server that gives agents access to the web index. Search the web with ranked results and date/site filters, then fetch any indexed page as clean markdown. Works out of the box with no account or API key. Tools: - search_web_pages: Search the web and return ranked results. - fetch_page_content: Fetch an indexed URL and extract its content as clean markdown

search_web_pages fetch_page_content

Pulse CN MCP Server

AI & Memory ★ 8,874
Remote

Access real-time trending content from the Chinese internet. Connect your AI models to the latest data from popular social media platforms and news sites. Stay updated with what's trending in China effortlessly.

get-weibo-hotspots get-realtime-horoscope get-inspirational-english-sentence internet-hotspots-aggregator +14 more

MLB Stats Server

Data & Analytics ★ 898
Remote

Provide structured access to Major League Baseball statistics through an MCP server. Query and retrieve detailed baseball data including statcast, fangraphs, and baseball reference stats. Generate visualizations and integrate seamlessly with MCP-compatible clients for enhanced baseball analytics.

get_stats get_schedule get_player_stats get_standings +42 more

Gemini File Search

Search & Web ★ 818
Remote

MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generation). ## Features - Create and manage File Search stores - Upload documents (text, PDF, base64) with custom metadata and chunking config - Import existing Gemini files into stores - Track upload/operation status - Query documents using RAG with model selection and metadata filtering ## 12 Tools **Store Management**: create, list, get, delete stores **Upload & Import**: upload content directly or import existing files **Operations**: check status of store/upload operations **Documents**: list, get, delete documents in stores **RAG Query**: query documents with Gemini models (supports metadata filters) ## Configuration - GEMINI_API_KEY — Get one at https://aistudio.google.com/apikey

gemini_create_store gemini_list_stores gemini_get_store gemini_delete_store +8 more

iFood

Communication ★ 727
Remote

# iFood Insights da sua loja no iFood direto no chat do seu assistente de IA. Gere gráficos de vendas e repasses no tempo, ticket médio, taxas, mix de cardápio e satisfação (avaliações), tudo pela API oficial do iFood. A conexão usa o app oficial homologado, você não informa credenciais. Funciona em qualquer cliente MCP. Servidor remoto: `https://api.mcp.ai/p_ifood`

ifood_list_accounts ifood_list_merchants ifood_get_merchant ifood_get_status +18 more

quantoracle

AI & Memory ★ 569
Remote

63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, exotic derivatives, portfolio optimization, Monte Carlo, risk metrics (VaR, Sharpe, drawdown), technical indicators, bond pricing, yield curves, crypto/DeFi (impermanent loss, liquidation, funding rates), macro/FX, and time value of money. Pure math — same inputs always produce same outputs. 1,000 free calls/day, no API key required.

options_price options_implied-vol options_strategy risk_portfolio +46 more

Setup checklist

  1. Start from an OpenAPI spec or a well-documented REST surface you already operate.
  2. Scope tools narrowly — expose high-value actions, not every CRUD endpoint.
  3. Use read-only credentials while testing agent behavior.
  4. Read MCP Builders Chapter 1 for a producer walkthrough.

How to choose

Related topics

Where OpenAPI & APIs MCP fits

Expose existing REST APIs as MCP tools without hand-writing every integration. Compare OpenAPI bridges and API gateways in our catalog.

Frequently asked questions

What is OpenAPI MCP?
OpenAPI MCP servers convert REST API specifications into discoverable MCP tools — letting agents call endpoints with structured inputs instead of bespoke integration code.
OpenAPI MCP vs hand-built MCP servers?
Auto-generated OpenAPI bridges are fast to deploy; hand-built servers let you curate tool names, descriptions, and permission boundaries for safer agent behavior.