"Confluence Server/Data Center search and page retrieval tool" matching MCP servers:

• Data Discovery Tool

  SofiaPurtova

  F

  license

  -

  quality

  C

  maintenance

  Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.

  Last updated 2026-03-18

• confluence-mcp-server

  qihaze123

  A

  license

  A

  quality

  B

  maintenance

  MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL queries, page CRUD, attachment upload, and user identity lookup.

  Last updated 2026-05-18

  23

  566

  3

  MIT

• retrieval-lens

  Vbj1808

  A

  license

  A

  quality

  B

  maintenance

  A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.

  Last updated 2026-06-08

  8

  4

  0

  1

  MIT

• Confluence MCP Server

  cheesecrust

  F

  license

  B

  quality

  C

  maintenance

  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.

  Last updated 2026-02-05

  2

  1
• 

  EOSC Data Commons Searchofficial

  EOSC-Data-Commons

  A

  license

  -

  quality

  C

  maintenance

  Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

  Last updated 2026-06-03

  14

  MIT

• File Search Tool

  RJTPP

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that enables file system search and inspection, including directory listing, regex-based file name and content searches, and reading text, PDF, and DOCX files.

  Last updated 2025-07-28

  1

  MIT

• Heroku MCP Tool Search Server

  dsouza-anush

  F

  license

  -

  quality

  C

  maintenance

  Enables dynamic tool discovery and loading for Claude using BM25, regex, and semantic search algorithms. It supports managing a catalog of over 10,000 tools with minimal context overhead and provides a REST API for tool management.

  Last updated 2026-01-26

• confluence-mcp

  DmitryKhali

  F

  license

  -

  quality

  C

  maintenance

  Provides read access to Confluence Server/Data Center pages, sections, tables, and search via the Confluence REST API v1.

  Last updated 2026-06-10

• MCP Enhanced Data Retrieval

  kalpalathika

  F

  license

  -

  quality

  C

  maintenance

  Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.

  Last updated 2025-10-21

• Confluence MCP Server

  OnClickListener2048

  F

  license

  A

  quality

  C

  maintenance

  Enables reading and analyzing Confluence documentation content through the Confluence REST API. Supports extracting and converting text, tables, code blocks, and images from Confluence pages for Q\&A and analysis.

  Last updated 2026-04-19

  6

• MCP Fetch Page

  kaiye

  A

  license

  A

  quality

  C

  maintenance

  Enables browser-based web page fetching with automatic cookie management and CSS selector extraction, supporting JavaScript rendering and authenticated sessions through a Chrome extension.

  Last updated 2026-02-10

  1

  23

  2

  MIT

• MCP Web Search Tool

  gabrimatic

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.

  Last updated 2026-06-04

  1

  15

  MIT

• Confluence MCP Server

  gkrauchunas-arlo

  A

  license

  A

  quality

  A

  maintenance

  MCP server for Atlassian Confluence integration with Claude Code, enabling search, read, create, update pages, manage labels, and list spaces via natural language.

  Last updated 2026-05-20

  9

  ISC

• Confluence MCP Server

  anu-june

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to interact with Atlassian Confluence Cloud by providing tools to create, update, search, and delete pages. It facilitates seamless content management within Confluence spaces using Markdown and the Confluence REST API.

  Last updated 2025-12-12

  6

  MIT

• Confluence MCP

  cosmix

  A

  license

  A

  quality

  F

  maintenance

  A Model Context Protocol server that enables AI assistants to interact with Confluence content, supporting operations like retrieving, searching, creating, and updating pages and spaces.

  Last updated 2025-07-29

  9

  12

  MIT

• Confluence Node MCP Server

  caijohnny

  F

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to create, update, delete, and search Confluence pages directly through natural language commands in Cursor, with support for space management and page history.

  Last updated 2026-03-17

  17

  2

• Atlassian Confluence MCP

  anuragagrawal0430

  A

  license

  B

  quality

  A

  maintenance

  An open-source MCP server that lets AI assistants read, create, search, and manage Confluence wiki pages. Supports Cloud, Server, and Data Center deployments with 28 tools.

  Last updated 2026-06-02

  28

  399

  1

  MIT

• Confluence MCP Server

  Olson3R

  F

  license

  B

  quality

  D

  maintenance

  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.

  Last updated 2025-06-25

  10

  2

• Confluence Communication

  KS-GEN-AI

  A

  license

  B

  quality

  C

  maintenance

  Enables querying and retrieving content from Confluence through CQL searches and page content fetching, allowing Claude to seamlessly access information stored in Confluence workspaces.

  Last updated 2026-04-23

  3

  13

  MIT

• mcp-confluence

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Wraps the Confluence Cloud REST API v2 (OAuth) to enable AI agents to interact with Confluence spaces and content via MCP. Part of the Pipeworx MCP gateway for connecting to 250+ data sources.

  Last updated 2026-06-02

  6

  MIT