"How to work with a vector database" matching MCP connectors:

Build personal interactive apps with real URLs and persistent storage, using any AI.

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

Real-time web search with answer-ready results for Claude, Cursor and any MCP client. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels won) on a public benchmark. Hosted on mcp.serpdive.com or npx serpdive-mcp.

Share prototypes for team review: publish HTML, reviewers pin notes, pull feedback back to apply.

Verified local-business leads: search any niche + city, query your library, export to your CRM.

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

127 REST operations. 119 MCP routes; 118 JSON/text ops. OAuth 2.1. Not affiliated with X Corp.

Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-friendly scheduling.

Project portfolio management for PMOs. Alternative to Microsoft Project Online. OAuth + PAT.

Publish websites from Claude, the terminal, or CI — drop a folder, get a link that doesn't expire.

Read-only access to your bank, investment, and crypto accounts: balances, transactions, holdings.

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

Not another dashboard. A wealth analyst for every asset a bank can't sync, inside Claude.

Mezmo MCP is a remote Model Context Protocol (MCP) server that lets AI assistants and IDE chat agents interact with the Mezmo observability platform via the Model Context Protocol. Use it for streamlined observability, log analysis, and root-cause analysis in your favorite tools. Add Mezmo MCP and you can: 🕵️ Run advanced Root-cause analysis over recent logs 📦 List and describe Pipelines 📤 Export and filter Logs with powerful query syntax

Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI tools and agents - no terminal required. The CircleCI MCP Server is a remote server hosted by CircleCI that connects AI tools and agents directly to your CI/CD pipelines, giving you a conversational interface to the same pipeline, workflow, job, and artifact data you'd normally reach through the CircleCI CLI or dashboard.

Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

Search 200,000+ Japanese wholesale products, build carts, and place orders through one API. Remote MCP server with 10 tools for agent-native sourcing from Japan; price-change protection and human approval before payment.

Generate HTML to PDF documents in bulk or single — raw replacements or based on conditions, loops

Malaysian SME accounting, e-Invoice and payroll books for your AI. 37 tools — business snapshot, P&L, balance sheet, A/R and A/P aging, cash forecast, stock, tax position, document search — plus draft-only writes (invoice, quote, receipt, bill, expense, contact, bank statement import). Every write is a pending draft a human approves in Taokeh; it can never post, edit or delete. Remote Streamable HTTP at https://taokeh.my/mcp, OAuth 2.1 or a personal access token.

This is a Unified MCP Server for full document control: PDF manipulation (merge, split, rotate, insert, delete), OCR/data extraction from PDFs/images, PDFs/images conversion, compression, encryption, and watermark management—all without juggling multiple tools.