"Understanding Vector Search" matching MCP servers:

Enables AI assistants to search blog posts and pages from Ghost, and learn pages, case studies, and events from Contentful. Provides five search tools with contextual snippets via MCP stdio transport.

Enables AI agents to interact with Discourse forums through search, reading topics/posts, managing categories and tags, chat channels, and optionally creating content with safeguarded write operations.

Provides tools to manage Hatena Blog entries and pages, allowing AI agents to draft, revise, search, and publish content through the Hatena Blog AtomPub API.

Enables AI assistants to search, browse, and retrieve documents from a Hermes document management instance directly in chat, including full-text search, metadata lookup, and listing drafts, document types, products, and projects.

Enables agents to create and publish content to a Terminus instance, including screen and playlist management, discovery, and documentation search.

MCP server for SEO content factory and blog growth cycle, enabling content publishing with validation, interlinking, search query mining, and content audits.

A privacy-first MCP server for Paperless-ngx that lets an LLM agent search, organize, tag, and reference documents without exposing full text unless explicitly requested.

MCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids); optional server-side read-only mode for agents. Docker-ready.

Enables AI assistants to read, search, and write Velog blog posts. Supports post management, trending, and series/profile retrieval.

MCP server for Paperless-ngx document management. Enables AI models to search, retrieve, update documents and manage metadata.

An unofficial MCP server that enables AI assistants to search, read, create, and update pages in your NotePM workspace.

A Model Context Protocol server that connects AI assistants like Claude to Notion workspaces, enabling them to view, search, create, and update Notion databases, pages, and content blocks.

Used to create an assistant integrated with n8n that can search n8n documentation, example workflows, and community forums.

Connects Claude to a Wiki.js instance, enabling page search, retrieval, listing, and creation.

Enables interaction with esa.io's API through the Model Context Protocol, supporting article search and retrieval with a compliant MCP interface.

Enables searching, filtering, and exporting Substack blog posts via MCP tools, with full-text search, caching, and citation generation.

An MCP server implementation that allows AI assistants to access, search, and interact with Dev.to content, including fetching articles, retrieving user information, and publishing new content.

Fetch, filter, and search RSS blog feeds to monitor industry content, track competitor blogs, and discover trending topics. 8 tools for feed management, article search, and content monitoring.

A Model Context Protocol server that provides secure access to Atlassian Confluence, allowing users to search, create, update, and manage Confluence pages and spaces through natural language commands.

Enables web content extraction and Google Search through Google AI Studio's URL context functionality. Supports batch processing of multiple URLs and returns structured JSON output for web page text and image analysis.

SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, providing 16 specialised tools for SEO automation, content generation, PPC management, keyword research, site auditing, authority building, Google Business Profile management, and LLM brand visibility monitoring. It works with Claude Code, Cursor, Claude Desktop, VS Code, Windsurf, and Zed via stdio transport.

This is a TypeScript-based MCP server that allows searching for New York Times articles from the last 30 days based on a keyword.

Enables AI assistants to search and retrieve content from WikiJS knowledge bases, allowing integration with your Wiki through simple search and retrieval tools.

Enables page search and retrieval from Confluence using the Model Context Protocol. It allows users to search documents via CQL and fetch page content as text for use within Claude.

A simple blog API service built with FastMCP that allows users to fetch all blogs, search for blogs by title, and add new blog posts.

A Model Context Protocol (MCP) compliant server that allows Large Language Models (LLMs) to search and retrieve content from microCMS APIs.

Converts Markdown text into customizable SVG images, supporting elements like headings, lists, and tables. It enables MCP clients to visualize Markdown content in a scalable vector graphic format with custom dimensions and padding.

A Message Control Protocol server that enables Claude Desktop to interact with NotePlan.co, allowing users to query, search, create, and update notes directly from Claude conversations.

Enables to access and manage content on microCMS through MCP, supporting listing, retrieval, search, and filtering of API endpoints.

Enables MCP clients to search, read, edit, fork, and create vaults and pages on doi.bio through its public HTTP API, with token-based writes and versioned page editing.