Vapi MCP Server

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Browser automation and web scraping

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms. Lets AI agents pull clean JSON out of any document via the Model Context Protocol.

Structured knowledge API for AI agents — fractal knowledge graphs, signal datasets, authority evidence reviews, open problems, and capability specs. Pay-per-query or subscription via Lightning, Stripe, or USDC.

AI tools show when you sent a message. Chron logs when the AI responded too — and keeps a permanent, queryable record of every exchange across every tool you use. Works with Claude Desktop, Claude Code, Cursor, Windsurf, and any MCP-compatible AI tool. Every exchange is stored with precise local timestamps (including timezone offset) to a SQLite file on your machine. Query it directly, export it, or use it to answer: what did the AI say, and exactly when?

PriceOf is an MCP server that gives your AI agent access to current, structured pricing data for SaaS products like Notion, Slack, GitHub, Figma, Linear, Vercel, and 45+ more. Instead of scraping pricing pages (unreliable) or hallucinating (often wrong), your agent makes a single call to get clean, verified pricing. Features: - Full pricing breakdown for any tracked product (plans, features, prices) - Side-by-side comparison with team-size cost calculation - Search by name or category - Confidence + freshness scores on every response - Automatic data refresh every 3-14 days Access tiers: 20 queries/day anonymous (no signup), 100/month free with API key, paid tiers from $29/mo.

Unified real-time search engine skill for AI agents.

The first payment-contingent FX protection server on MCP. Price a Guard (invoice-linked FX protection for SME invoices and payables), get live spot and forward rates, model 25 years of historic FX stress scenarios, and resolve settlement dates — all via natural conversation. Public endpoint, no authentication required. Designed for PSPs, accounting platforms, and agentic cross-border payment workflows.

Korean equity intelligence MCP for AI agents and analysts. Answers KOSPI/KOSDAQ/KRX DART filings (전자공시), 5%-rule shareholding disclosures with named-entity classification — Korean activists (KCGI / Align Partners / Truston / Anda / Cha / VIP / Life / Platform + ValueAct/Elliott when filing in Korea) and global foreign holders (BlackRock / Vanguard / State Street / Fidelity / Capital Group / T. Rowe Price / Wellington / Norges Bank / GIC / Temasek / Goldman / JPMorgan / Morgan Stanley / Citadel / Millennium / Bridgewater + 4 more), Korean industry news across 16 sectors (semiconductor / shipbuilding / battery / biotech / defense / auto / EV / AI / steel / petrochem / construction / fintech / gaming / e-commerce / telco / energy). On-demand English translation cached server-side. Streamable HTTP at https://mcp.koreanpulse.dev/mcp — connect from Claude.ai / ChatGPT / Cursor / OpenAI Responses API. 7 tools: 5 free + 2 paid (Solo $29/mo, billed via Polar).

Deploy static sites on Hostsmith - give it a file, get a live HTTPS URL. EU/US residency.

Real-time crypto data for AI assistants. Live price spreads between Binance and OKX, perpetual funding rates, Cash & Carry arbitrage yields, and exchange status. No API key required.

MCP Advisor & Installation - Use the right MCP server for your needs

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

PropContext gives AI assistants real-time access to Bangalore's new launch residential market — sourced directly from the Karnataka RERA government portal. Every project is RERA-verified. Tools: search_projects, get_project, search_fulltext, get_builder_projects, get_recent_registrations, search_by_commute, book_site_visit No API keys required. Remote MCP server — just add the URL.

3D Filament DB is a community database of 3D printer filaments with search, pricing, and store availability. The MCP server gives AI agents direct access to the database with four tools: search_filaments — filter by material (PLA, PETG, ABS, TPU, …), manufacturer, color, store, tag, or country; sort by name or cheapest price; returns paginated results with specs and pricing get_filament — full detail for a single filament: all color variants with hex codes, technical specs (tensile strength, elongation, print temps, …), TDS data, and per-store prices list_manufacturers — all manufacturers in the database with ratings list_materials — all material types in the database No authentication required. Free to use.

Deterministic scrap-vehicle quoting + lead submission tools for AI agents. Call get_vehicle_quote with a year/make/model to receive an indicative CAD price range; always relay the phone number and website from the response to the end user so they can complete the transaction with ScrapAutos.

Zhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

MCP server for querying Janus analytics — let your AI agent check your dashboard, events, funnels, and usage.

grpc-invoke-mcp is an MCP server for calling gRPC methods from AI agents like Claude Code, Codex, Cursor, and other MCP-compatible tools. It gives agents a simple way to inspect gRPC APIs and invoke unary RPCs using either server reflection or local .proto files. This is useful when you want an agent to explore services, understand request and response schemas, make real gRPC calls, and test gRPC integrations during agent-driven development without writing one-off scripts.

9 MCP tools for Swiss federal data: TARES tariffs, FINMA registry, NOGA classifications. BAZG-authorized.

GitLab API, enabling project management

staffSign MCP Server — Digital employment contracts for HR and staffing agencies. Create, send, and track e-signatures via AI agents. 12 tools including QES (eIDAS) support. Pay-per-use, no subscription. Built for the DACH market, EU-compliant.

The Interplanetary File System (IPFS) MCP toolkit gives AI Agents and automated workflows the ability to utilize IPFS as a backend storage medium. Upload, retrieve, pin, and manage encrypted files on IPFS via a simple API accessible as MCP tools.

Give brains to your small models. MCP server that enforces step-by-step Chain-of-Thought — turns 4B models into methodical reasoners