Fetch up-to-date, version-specific documentation and code examples directly into your prompts. Enhance your coding experience by eliminating outdated information and hallucinated APIs. Simply add use context7 to your questions for accurate and relevant answers.
DevMatch is an MCP server for hiring engineers based on what they've actually built. Connect from Cursor, Claude Desktop, or any MCP-compatible AI assistant and search 35M+ developers ranked by verified open-source contributions — not LinkedIn keywords or self-reported skills. Three tools: findcandidates — paste a job description, get a ranked shortlist with bio, top repos, contribution evidence, and contact info. Pro tier adds verified email enrichment on the top 5 results. getprofile — deep-dive any GitHub handle. Bio, recent activity, top projects, and outreach channels in one call. findsimilarprojects — landscape mapping from a seed repo with top contributors surfaced, so you can pivot from a project to its maintainers in one step. Built for mission-driven teams that want engineers who care about the work, not just check the keyword box. OAuth sign-in (no API keys to juggle). Free tier with 50 monthly credits, $129/mo Pro for higher quotas plus verifie
The Microsoft Learn MCP Server is a remote MCP Server that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It supports streamable http transport, which is lightweight for clients to use.
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10. 37 tools, MIT.
datamcp is a hosted MCP gateway for PostgreSQL 12+, MySQL, and OpenAPI 3.x. Connect a database or API once, create scoped MCP links for Cursor, Claude, ChatGPT, VS Code, and other compatible clients, and keep source credentials server-side. Control accessible tables, operations, API endpoints, and HTTP methods per link. MCP clients authenticate with an API key or OAuth 2.0 with PKCE. PostgreSQL and MySQL query activity is available in the dashboard. Free tier available; no self-hosting.
CodeInterpreter extends Python-based coding environments with integrated data analysis, enabling developers to run scripts, visualize results, and prototype solutions inside supported platforms
Generate launch-ready SaaS blueprints with MantleKit. MantleKit Launch Planner helps AI agents recommend the right MantleKit tier, theme, and feature set for a SaaS idea. It can turn a plain-English product concept into a structured project blueprint with suggested pages, dashboard modules, database entities, MVP scope, and launch steps. Tools include: recommendsetup generateprojectblueprint matchtheme comparebuildvs_custom Best for founders, agencies, and AI coding agents planning a Next.js SaaS build with auth, payments, CMS, ecommerce, admin workflows, support, themes, and launch operations.
Smart contract security library for blockchain. Browse audited contracts, explore security patterns, and reference Solidity documentation.
HS code classifier. Classifies products to official HS tariff codes for customs declarations.
Zapier MCP is a standardized way to connect AI assistants to thousands of apps and services. It enables your AI to take real actions like: 💬 Send Slack messages and create channels 📊 Add rows to Google Sheets and create spreadsheets 📧 Send Gmail emails and manage labels ✅ Create Asana tasks and update projects 🐙 Create GitHub issues and manage PRs 📈 Update HubSpot deals and manage contacts All through natural language commands—just describe what you want done. Key Features 8,000+ App Connections — Access Zapier's massive library of pre-built integrations 40,000+ Actions — Enable specific tasks and searches across apps Natural Language — No complex commands needed Secure by Default — Authentication, encryption, and rate limiting handled by Zapier Multiple Client Support — Works with Claude, ChatGPT, Cursor, Windsurf, and more
Quickbooks is a cloud-based accounting software that helps you manage your finances, track your income and expenses, and get insights into your business
Create and edit diagrams, wireframes, and sketches on a shared canvas. Export drawings and collaborate visually in real time.
Stack Exchange is a network of Q&A communities where users ask questions, share knowledge, and collaborate on topics like coding, math, and more
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for APIs, services, libraries, and more. Enable powerful search and reading capabilities to help your agent find precise information from documentation and web pages. Learn more: https://ref.tools How is this different from Context7? Context7 works by looking up a library and giving you the 10k most relevant tokens. If you have 2 libraries, that's 20k tokens etc. It's unlikely you need all of that and it's costly. Ref uses on average 60% fewer tokens and up to 95% fewer (eg 500 tokens instead of 10000) in some cases. Ref supports indexing private GitHub repos and PDFs so you can bring your own context as well. Want to chat or have a feature request? Reach out to hello@ref.tools and say hi!
Create hand-drawn diagrams and visual illustrations directly within the conversation. Access comprehensive references for element formatting and color palettes to enhance visual communication. Visualize complex ideas through animated drawing sequences that bring concepts to life.
One (free) MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked. Ideal for discovering and retrieving structured insights from any public source - effortlessly and ethically. New features are live - check out what’s new: https://brightdata.com/ai/mcp-server/launch-week
Map text into knowledge graphs to create a structured representation of conceptual relations and topical clusters in your documents. Detect content gaps between the topical clusters and generate research questions to drive research and content creation using the powerful Graph RAG technology underpinning InfraNodus. Get additional insights about texts: main topics, keywords, and underlying themes. Connect to your existing InfraNodus graphs or create new ones to enrich analysis and outputs.
VAST XML validation MCP server for programmatic video advertising. Over $30 billion in annual CTV and video ad spend flows through VAST XML — malformed tags cause lost impressions, broken tracking, and revenue discrepancies between platforms. Validates VAST tags against IAB Tech Lab VAST 2.0, 3.0, 4.0, 4.1, 4.2, and 4.3 specifications, W3C XML 1.0 well-formedness, RFC 3986 URI syntax, IANA media types, ISO 4217 currency codes, Ad-ID registry format, and IAB SIMID 1.0–1.2. 118 rules covering required fields, schema validation, structural correctness, security, deprecated features, and value formats. Tools: validatevast (validate inline XML), validatevasturl (fetch and validate a VAST URL, following wrapper chains), listrules (browse all 118 rules), explainrule (get fix guidance for a specific rule), fixvast (auto-fix common issues). Built on a zero-dependency Rust core. Sub-millisecond latency. No data retention — VAST XML is validated ephemerally and never stored. Self-hostabl
Search and retrieve documentation from GitHub repositories and the web to find technical answers quickly. Transform complex web pages into clean markdown for efficient reading and analysis. Simplify library research by using specific repository identifiers for targeted documentation access.
MockHero generates realistic, relational synthetic test data from a JSON schema, plain-English prompt, or template — 156 field types, 22 locales, JSON/CSV/SQL output, with valid foreign keys across related tables (orders reference real user IDs, reviews link to real products). Built for AI coding agents and developers who need seed data, fixtures, demo data, or QA datasets without hand-writing repetitive faker scripts. Free keyless preview: generate up to 100 records per request with an explicit table schema, no signup or API key required. For larger volumes or plain-English prompt generation, get an API key by creating a loginless Polar checkout (no account needed) — 500 free records/day, then $0.001 per 100 records billed monthly. Polar is the Merchant of Record. Deterministic seeds make output reproducible across runs. Locale-aware data (names, phone formats, addresses) covers 22 locales.
Productboard is a product management platform that gathers feedback, prioritizes features, and aligns roadmaps based on customer insights and strategic goals
