"Understanding Vector Search" matching MCP servers:

Local MCP server that manages a job search using Markdown files, enabling skills tracking, gap analysis, and offer pipeline management via Claude.

A secure, vector-based task management server for Claude Desktop using sqlite-vec and sentence-transformers. It provides intelligent task tracking with semantic search capabilities to organize and retrieve development tasks efficiently.

Enables search and management of Azure DevOps work items and wiki pages via MCP, wrapping the ado-search CLI.

Connects Claude to Freelancer.com, enabling project search, bidding, messaging, and profile management via natural language.

Connects Jira with Claude, enabling users to search issues, view issue details, update issues, add comments, and retrieve project information through natural language commands.

Enables AI assistants to search and manage construction project economic data, including unit price analyses, resource catalogs, budget trees, and price lists, with secure multi-tenant access.

MCP server for job search and application tracking, enabling AI agents to search jobs, get details, manage applications, and find contacts across 128K+ jobs and 1,900+ companies.

An MCP server for integrating with Jira Server instances, enabling natural language interactions to create, update, search, and manage issues and comments.

MCP server and CLI tool for interacting with Kaiten project management API, optimized for token efficiency. Enables AI assistants to search, create, update, and manage tasks with minimal token usage.

Enables integration with Planfix CRM and task management system, allowing lead management, contact/company management, task creation/search/commenting, and report generation via the Planfix REST API v2.0.

A lightweight MCP server that enables Claude to interact with Linear via a single tool with seven actions: search, get, update, comment, create, graphql, and help.

Enables managing Jira tickets via Cursor AI, allowing users to create, search, update, and comment on issues directly from the AI assistant.

Provides JIRA issue search, retrieval, and update functionalities via MCP.

An MCP server for AI-powered task and note management using Python and SQLite, providing tools to create, retrieve, update, search, and delete tasks and notes with persistent local storage.

Enables MCP-capable AI assistants to search and retrieve past Jira issues, resolutions, and recurring topics from a fully local embedded knowledge base using hybrid semantic and keyword search.

MCP server to operate self-hosted Redmine from Claude Code, enabling project and issue management, search, and metadata retrieval via natural language.

MCP server for Trello that enables comprehensive management of boards, cards, lists, labels, checklists, attachments, members, custom fields, and search through natural language.

Enables interacting with Jira for issue search, retrieval, project listing, and project details through natural language queries via the MCP protocol.

MCP server for Yandex Tracker API, enabling AI assistants to search, read, create, and edit issues, as well as manage comments, attachments, and links in Yandex Tracker.

This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Protocol, so you can manage tasks, search projects, check your schedule, and more — all through natural conversation.