"A system for improving requirements (e.g., analysis and completion)" matching MCP connectors:

docuwriterAOAuth via extension

ai.docuwriter

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.

Upwork MCP ServerAOAuth via extension

com.upwork.mcp

Connect your AI agent to Upwork. Search talent, post jobs, manage contracts, and get answers from your account.

Mnemoverse MemoryOAuth via extension

io.github.mnemoverse

Hosted memory for AI agents that learns from outcomes — one key across Claude, Cursor & ChatGPT.

BrowserlessOAuth via extension

io.browserless.mcp

Browserless MCP - Cloud browser automation for AI agents with bot-detection bypass. Scrape and crawl sites, take screenshots, generate PDFs, run headless Chrome functions or an autonomous browsing agent, all through MCP.

DocsieOAuth via extension

io.docsie.app

Docsie MCP brings your documentation workflow directly into your AI assistant. Create, edit, and publish documentation without switching between tools. Convert videos into structured documentation instantly, run compliance analysis across text, audio, and video content, and use semantic search to find exactly what you need across your knowledge base. Whether you're building product documentation, SOPs, user guides, or technical manuals, Docsie MCP makes documentation faster, smarter, and powered

Nimble MCPOAuth via extension

com.nimbleway.mcp

The Nimble MCP Server gives AI agents the ability to search, extract, map, crawl, and structure data from any website in real time. It exposes Nimble’s full web data platform as MCP tools that any compatible AI client can use.

microsoft-exchangeOAuth via extension

com.postgate-ai

Hosted multi-user MCP for Microsoft Exchange - on-premises, hybrid and Online, per-user rights

AIclicks brings AI-search visibility data into any MCP client: see where your brand gets mentioned across ChatGPT, Perplexity, Gemini, and Google AI Overviews, who the competing citations are, and which sources the models pull from.

Connect AI agents to your bank. Live, read-only access to Australian and NZ bank accounts and global brokerage data over MCP, powered by regulated open banking (CDR)

Connect Claude, Cursor, and any MCP-compatible AI agent to live crypto market data — real-time tickers, orderbook depth, and OHLCV candles across major exchanges.

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

runcomfy-mcpAOAuth via extension

io.github.runcomfy-com

Remote MCP for RunComfy: ComfyUI deployments, hosted models, LoRA training. 31 tools.

World MonitorCOAuth via extension

app.worldmonitor

Live markets, conflicts, country risk, chokepoints, energy, and China decision signals. 75 tools.

LaxisAOAuth via extension

io.github.laxis-tech

Search and read your Laxis meeting transcripts, AI summaries, and participants from Claude.

Live AU/NZ bank (CDR) and brokerage data for AI agents, plus management of Redbark syncs and rules

Track partnership work, log mission hours, and see what needs your approval on 1lev1.com.

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Lowers your AWS bill by helping you clean up and optimize your setup

Off-Nadir DeltaOAuth via extension

com.offnadir-delta

From first signal to satellite evidence: live world-event intelligence and collection planning.

Qase Test ManagementOAuth via extension

io.qase

Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools.