A tool bench for AI agents
Find a service, investigate its contract, and send a tool call. See exactly what goes in and what comes back.
Synthetic data. Captured and projected contracts. Inspect each service’s source and limitations.
sm--kiyama-liveability-mcpLiveability scoring for Japanese addresses across 6 categories: shopping, medical, transit, education, nature, and safety. Powered by OpenStreetMap data with pe
sm--liveblocks-liveblocks-mcp-serverEnable AI agents to interact with Liveblocks by creating, modifying, and deleting rooms, threads, comments, notifications, and more. Provide AI with read access
sm--blackboxfoundry-livedatalinkLiveDataLink is a hosted MCP server giving AI agents 182 real-time data tools across 36 domains through a single Streamable HTTP endpoint. Coverage: sanctions s
cx--livesessionLiveSession is a session replay and user behavior analytics tool that helps you understand how users interact with your website.
sm--valksor-livonianAn MCP server and JSON API over the real https://livonian.tech dictionary — so LLMs translate to and from Livonian with attested words and grammatical forms, no
sm--majois1982-llm-json-fixerAn autonomous, Model Context Protocol (MCP) compliant server designed for the Machine-to-Machine (M2M) economy. This suite provides deterministic JSON repair,
sm--a2a-llm-observability-orchestrationRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. Ideal for traced/observable LangChain pipelines, e
sm--a2a-llm-orchestration-agentRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. Ideal for prompt chains, summarisation, classifica
sm--szpwqq-llm-abacusszpwqq/llm-abacus
sm--smigolsmigol-llmkitTrack what your AI agents cost across 11 providers. Budget enforcement that actually rejects requests when exceeded. Cost breakdowns by model, session, or prov
sm--arseniy-gruzdev-llmsmapllmsmap.me Directory — captured from the smithery registry (smithery-registry); 2 tools.
sm--support-0vd1-llmtomd**LLMtoMD is the memory layer for AI coding agents.** It converts any document — PDF, DOCX, slides, spreadsheets, images, audio, even whole websites — into clea
cx--llmwhispererLLMWhisperer is a technology that presents data from complex documents to LLMs in a way that they can best understand.
sm--lmktoday-commerceGive any AI agent a shopping brain. LMK.today is an open Model Context Protocol server with curated cross-merchant search, real price history, live demand signa
cx--lmntLMNT focuses on voice and audio manipulation, possibly leveraging AI to generate or transform sound for various creative and technical use cases
cx--lobDirect Mail Automation and Address Verification APIs
sm--mefta-sadat2-pcexpressFind grocery products across Loblaw’s online catalog. Compare brands and sizes to choose the right items. Streamline your shopping list by quickly locating what
sm--gener8v-mcp-geographic-dataU.S. demographics, housing, mortgage, migration, and employment data from the Census Bureau, HUD, HMDA, and LEHD. 23 tools across 7 categories — query geographi
sm--lanchuske-local-mcpGive your AI agent full control of your real apps — Mail, iMessage, Microsoft Teams, Slack, WhatsApp, Calendar, OneDrive, Outlook, OmniFocus, Notes, files and O
sm--local-mcp-local-mcpConnect Claude, Cursor, and Windsurf to Mail, Calendar, Contacts, Teams & OneDrive on Mac. Privacy-first: all data stays on your machine. 38 tools including ema
sm--ojaskord-local-model-suitability-mcpAI model router. Checks whether to use local Ollama or cloud inference before each API call.
sm--localseodata-local-seo-data42 local SEO data tools for AI agents. Rankings, reviews, audits, keyword research, competitor analysis, geogrid tracking, and AI visibility scoring. Built for
sm--localgov-jp-mcp-serverJapan central + municipal subsidy data for AI agents. **Coverage**: 20,810 municipal grants across 1,627 municipalities (JIS X 0402) + 3,250 central J-Grants e
sm--juhsis-localingosAI-powered app translation for developers. Push your source strings, get translations back in 50+ languages automatically. ## What it does Localingos translat
sm--lodd-analyticsLodd.dev is headless web analytics for AI agents. 42 tools covering traffic, events, funnels, conversions, actor analytics, annotations, and trackable links. Fr
cx--lodgifyLodgify is an all-in-one vacation rental software that enables property owners and managers to create bookable websites, synchronize property data across multip
sm--lodikidsactivities-mainFree, parent-trust-first directory of youth programs and licensed daycares in Lodi, California. 72 MCP tools across: - **Public search** — programs, daycares,
sm--antunesgabriel-logaflow-mcp-serverEnhance your applications with real-time logging and monitoring capabilities. Streamline your data flow and gain insights effortlessly with our powerful tools.
sm--denneyconner5-logicnodesInfrastructure for AI agents at scale
sm--logicroomx-crypto-mcpReal-time crypto data for AI assistants. Get live price spreads between Binance and OKX, perpetual funding rates, Cash & Carry arbitrage yields, and exchange st
sm--kagelogic-logistic-idlogistic-id — captured from the smithery registry (smithery-registry); 3 tools.
sm--evozim-hv-logisticflowLogisticFlow is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Logistics route optimizati
cx--logo_devLogo.dev — captured from the composio registry (composio-v3-registry); 2 tools.
cx--logo-devLogo.dev provides a high-quality logo API and company brand database, enabling developers to retrieve official high-resolution logos from any domain without scr
sm--evozim-hv-logoscoutLogoScout is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Auditor de Marcas y Propiedad
sm--oluwatunmiseolatunbosun2001-logsiftQuery, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — directly from your AI assistant. Ask debugging questions in plain language and get