Documents & Knowledge MCP Servers
125 servers for documents & knowledge — ranked by real GitHub stars, refreshed continuously, never faked.
# MCP Server Stars
1 
OpenMetadata open-metadata/openmetadata Governed metadata context and business semantics for AI assistants and agents. 15k ★ 2 
GitMCP (GitHub to MCP) idosal/git-mcp Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to access up-to- 8.3k ★ 3 
OpenDia aaronjmars/opendia Provides OpenDia diagram creation capabilities through a lightweight web server with WebSocket support and HTTP API endpoints for 1.8k ★ 4 
Microsoft Learn microsoftdocs/mcp Enables AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation 1.8k ★ 5 
KorDoc chrisryugj/kordoc Parses Korean government and legal documents with structured data extraction and metadata analysis. 1.5k ★ 6 
QGIS jjsantos01/qgis_mcp Enables AI systems to perform complex GIS operations in QGIS through a socket-based architecture that exposes geospatial capabilit 1k ★ 7 
PDF Reader sylphxai/pdf-reader-mcp Securely extracts text, metadata, and page information from PDF files within a project directory using pdfjs-dist for both local f 831 ★ 8 
COMSOL Multiphysics wjc9011/comsol_multiphysics_mcp COMSOL Multiphysics simulation control through the MPh Python library. 559 ★ 9 
Novamira use-novamira/novamira WordPress plugin that gives AI agents full access to WordPress through PHP execution, filesystem operations, and crash-recoverable 534 ★ 10 
UI5 Web Components for React ui5/webcomponents-react Developer documentation and API assistance for SAP UI5 Web Components for React. 533 ★ 11 
TypeScript Refactoring mizchi/lsmcp Provides TypeScript/JavaScript code analysis and refactoring capabilities using ts-morph, enabling intelligent code transformation 454 ★ 12 
Excel sbroenne/mcp-server-excel Automates Microsoft Excel through Windows COM with comprehensive operations for Power Query, DAX, PivotTables, and VBA 332 ★ 13 
VeritasGraph bibinprathap/veritasgraph Zero-trust, air-gapped Enterprise GraphRAG server with offline, citation-grounded answers. 297 ★ 14 
Svelte sveltejs/ai-tools Official Svelte documentation access and code analysis server that provides up-to-date reference material, playground link generat 291 ★ 15 
Open Accountants openaccountants/openaccountants AI tax computation skills for financial transaction classification and tax documentation across 134 countries. 249 ★ 16 
MikroTik jeff-nasseri/mikrotik-mcp MCP server for managing MikroTik routers via SSH with support for firewall, NAT, routing, DHCP, DNS, and WireGuard. 229 ★ 17 
1C:EDT ditrixnew/edt-mcp Integrates with 1C:EDT workspace to expose project management, configuration properties, validation errors, bookmarks, tasks, and 223 ★ 18 
GistPad (GitHub Gists) lostintangent/gistpad-mcp Transforms GitHub Gists into a personal knowledge management system with specialized handling for daily notes, reusable prompts wi 199 ★ 19 
Adobe Photoshop by alisaitteke alisaitteke/photoshop-mcp Automate Adobe Photoshop operations including layer management, filters, and image manipulation. 171 ★ 20 
Summarizer 0xshellming/mcp-summarizer Provides intelligent summarization capabilities for various types of content. 163 ★ 21 
MinerU opendatalab/mineru-ecosystem Parse PDFs, images, Office documents, and HTML into Markdown using MinerU's document intelligence API. 162 ★ 22 
Word Live ykarapazar/word-mcp-live Live Microsoft Word document editing with tracked changes, undo, comments, and 40+ formatting tools. 160 ★ 23 
Mnem uranid/mnem Rust MCP server providing versioned knowledge graph memory for agents with hybrid GraphRAG retrieval. 142 ★ 24 
Augments augmnt/augments-mcp-server Real-time framework documentation provider for 90+ frameworks 125 ★ 25 
Monkey jamesmontemagno/monkeymcp Provides access to monkey data through a .NET 9.0 API with caching and dependency injection, featuring tools for retrieving comple 123 ★ 26 
Tandem frumu-ai/tandem Documentation and setup guides for Tandem's AI agent platform, SDKs, and workflows. 109 ★ 27 UI5 ui5/mcp-server Comprehensive development tools for the UI5 enterprise JavaScript framework 92 ★ 28 
Unreal Engine API Documentation codeturion/unreal-api-mcp Accurate UE5 C++ API documentation for AI agents to prevent hallucinated signatures. 90 ★ 29 
PDF Tools jztan/pdf-mcp Read, merge, split, rotate, and extract text from PDF documents. 84 ★ 30 
Wolfram Alpha akalaric/mcp-wolframalpha Connects language models to Wolfram Alpha for performing mathematical calculations, scientific queries, and data analysis with str 84 ★ 31 
KIP ldclabs/kip Knowledge graphs for memory persistence, knowledge evolution, and explainable AI agent interactions. 77 ★ 32 
DaisyUI birdseyevue/daisyui-mcp Provides access to DaisyUI component documentation and usage patterns for Tailwind CSS development 75 ★ 33 
bpftrace eunomia-bpf/mcptrace Provides Linux kernel tracing capabilities through bpftrace integration with probe discovery, helper function documentation, async 71 ★ 34 
PowerPoint Translator daekeun-ml/ppt-translator Translates PowerPoint presentations using Amazon Bedrock models while preserving formatting, layouts, and styles, supporting selec 66 ★ 35 Unity API Documentation codeturion/unity-api-mcp Accurate Unity C# API documentation for AI agents to prevent hallucinated signatures. 64 ★ 36 
Myco battam1111/myco Filesystem-based cognitive substrate for AI agents with 18 knowledge management verbs and self-validating graphs. 64 ★ 37 
Astro morinokami/astro-mcp Provides runtime information about Astro projects to AI assistants 59 ★ 38 
Mapbox DevKit mapbox/mcp-devkit-server Developer tools for Mapbox APIs, styles, tokens, and documentation 59 ★ 39 
Adobe Illustrator (ie3jp) ie3jp/illustrator-mcp-server Read, manipulate, and export Adobe Illustrator design data on macOS via ExtendScript. 59 ★ 40 
Interactive Console posit-dev/mcp-repl Exposes a long-lived interactive REPL for R or Python with stateful execution, plot visualization, and OS-level sandboxing. 58 ★ 41 
Context Awesome bh-rat/context-awesome Provides curated awesome list documentation to AI agents via a hosted MCP endpoint. 57 ★ 42 
Gread nitrorcr/gread Gives AI agents access to source code and documentation from any public GitHub repository. 56 ★ 43 
n8n alicankiraz1/cursor-n8n-builder Integrates with n8n workflow automation platform to enable complete workflow lifecycle management including creation, modification 56 ★ 44 
HWP/HWPX File Handler treesoop/hwp-mcp Reads and writes Korean Hangul Word Processor (HWP/HWPX) documents with parsing and generation capabilities. 54 ★ 45 
Pensyve major7apps/pensyve Universal memory runtime for AI agents with episodic, semantic, and procedural memory. 53 ★ 46 
Claude Team 7836246/claude-team-mcp Orchestrates multiple AI models (Claude, GPT, Gemini) as specialized development team agents with distinct roles, providing conver 49 ★ 47 
Netlify netlify/netlify-mcp Integrates with Netlify's platform for complete site management including project operations, deployments with zip uploads, team a 48 ★ 48 
WordPress Manager prathammanocha/wordpress-mcp-server Enables AI to manage WordPress sites by providing tools for creating and updating posts, managing users, and retrieving content th 48 ★ 49 
Korean Contracts kimlawtech/korean-contracts Privacy-preserving Korean contract generation and review tool that masks PII before processing with Claude, then restores original 47 ★ 50 
WinDbg kanren3/windbg-mcp-rs Exposes WinDbg debugging sessions as an MCP server for command execution, documentation lookup, and target interruption. 41 ★ 51 
Safe Docx usejunior/safe-docx Surgical, formatting-preserving editing of Word .docx and OpenDocument .odt files. 37 ★ 52 
WPF Dev Pack christian289/dotnet-with-claudecode Serves WPF Dev Pack knowledge topics to AI agents from a local clone of the dotnet-with-claudecode repository. 37 ★ 53 
DollhouseMCP dollhousemcp/mcp-server Enables dynamic persona management from markdown files with local creation, GitHub marketplace integration, and behavioral switchi 36 ★ 54 
MarkView paulhkang94/markview Native macOS Markdown preview with GFM, Mermaid, and syntax highlighting. 35 ★ 55 
EOxElements eox-a/eoxelements Provides coding agents with documentation about EOxElements web components for geospatial visualization 34 ★ 56 
Obsidian Sync es617/obsidian-sync-mcp Access Obsidian vaults via filesystem or CouchDB with Self-hosted LiveSync support. 34 ★ 57 
PDF to Markdown Converter futureunreal/mcp-pdf2md Converts PDF documents to Markdown format while preserving document structure, enabling content migration and making PDF content m 34 ★ 58 
Gemini Bridge ankitdotgg/making-gemini-useful-with-claude Delegates large-context tasks from Claude to Google Gemini via subprocess, enabling token-efficient analysis of large files and co 33 ★ 59 
PJE (Brazilian Electronic Court System) chapirousia/pje-mcp-server Integrates with Brazil's PJE electronic court system to enable secure access to legal case data, document retrieval, and court pro 33 ★ 60 
Graqle quantamixsol/graqle Architecture-aware knowledge graph that enables AI assistants to understand codebase structure and dependencies. 32 ★ 61 
COMSOL Multiphysics suzy-sa/comsol-multiphysics-mcp Automates COMSOL Multiphysics simulations with RAG-assisted documentation retrieval and guided workflow templates. 31 ★ 62 
Obsidian Memory yunaga224/obsidian-memory-mcp Stores conversation memories as Obsidian-compatible Markdown files with YAML frontmatter and [[link]] syntax, enabling knowledge g 29 ★ 63 
Pronounce anzy-renlab-ai/pronounce Developer pronunciation dictionary with 544+ entries for tech jargon (kubectl, nginx, GIF, JSON) providing audio pronunciations so 28 ★ 64 
Frontend Testing (Jest & Cypress) studentofjs/mcp-frontend-testing Enables automated frontend testing by analyzing JavaScript/TypeScript code, generating Jest and Cypress tests, and executing them 26 ★ 65 
Inite Brain inite-ai/inite-brain-service Open-source bitemporal memory layer for agents: knowledge graph with conflict resolution. 26 ★ 66 
DocPull raintree-technology/docpull Sync public web sources into cited context packs for AI agents, RAG, and MCP clients. 24 ★ 67 
ByteAsk Embedded Docs byteask/byteask-embedded-mcp Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references. 23 ★ 68 
Code Embeddings davidvc/code-knowledge-mcptool A knowledge management tool for code repositories using vector embeddings. 23 ★ 69 
RagScore hzyai/ragscore Generate QA datasets and evaluate RAG systems with privacy-first local processing and any LLM provider. 22 ★ 70 
GoReleaser goreleaser/mcp Integrates with GoReleaser's configuration engine to provide validation, deprecation fixes, and documentation access for maintaini 22 ★ 71 
File System Observer hesreallyhim/mcp-observer-server Monitors file system changes and sends real-time notifications when watched files or directories are modified, enabling live docum 22 ★ 72 
Perseus perseus-computing-llc/perseus Compile-before-context engine that pre-resolves workspace state into markdown before the AI sees it. 21 ★ 73 
Terragrunt Documentation excoriate/mcp-terragrunt-docs Provides direct access to Terragrunt documentation and GitHub issues through a Deno/TypeScript server that fetches content from th 21 ★ 74 
LSP Bridge professioneit/lsp-mcp-server Bridges Language Server Protocol (LSP) servers to provide advanced code intelligence features like go-to-definition, find referenc 20 ★ 75 
GeneXus 18 lennix1337/genexus18mcp MCP server for reading, editing, and analyzing GeneXus 18 knowledge base objects with AI agents. 19 ★ 76 
DocGuard raccioly/docguard Deterministic doc-drift detection: guard, score, explain, verify-claims, and diagnose tools. 19 ★ 77 
CacheOverflow getcacheoverflow/cacheoverflow AI agent knowledge sharing platform for cross-agent learning. 19 ★ 78 SAP UI5 Web Components ui5/webcomponents-mcp-server Development assistance for building applications with SAP UI5 Web Components. 19 ★ 79 
World Model saravananjaichandar/world-model-mcp Temporal knowledge graph for codebases with constraint enforcement at edit boundaries. 19 ★ 80 
Noosphere jinning6/noosphere Community of Consciousness knowledge sharing platform via GitHub. 18 ★ 81 
1Password cakerepository/1password-mcp MCP server for 1Password service accounts — tools and resources for vaults and credentials 18 ★ 82 
Halo huangwh826/halo-mcp-server Integrates with Halo blog systems to provide post, category, tag, and attachment management with automatic Markdown-to-HTML conver 17 ★ 83 
Handwriting OCR handwriting-ocr/handwriting-ocr-mcp-server Integrates with Handwriting OCR API to extract and digitize text from handwritten documents in various image formats, enabling con 17 ★ 84 
MinerU neosun100/mineru-mcp-server Integrates with MinerU's document processing API to convert PDFs into structured text and markdown formats with multi-account mana 16 ★ 85 
Word Interop mario-andreschak/mcp-msoffice-interop-word Enables automated Microsoft Word document manipulation by exposing comprehensive tools for text editing, formatting, table managem 16 ★ 86 
Dify Dataset Retriever wangle201210/dify-retriever-mcp Integrates with Dify's dataset retrieval capabilities, exposing knowledge base querying as a discoverable tool for retrieving info 15 ★ 87 
Glyph benmyles/glyph Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines with functions 15 ★ 88 
HeroUI Migration sctg-development/heroui-migration-mcp Assists with migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through project scanning, file analysis, guided rewrites, a 15 ★ 89 
Markdownify jdjr2024/markdownify-mcp-utf8 Integrates with the markitdown library to convert various document formats including PDF, Word, and HTML to standardized Markdown, 15 ★ 90 
Prompts Library tanker327/prompts-mcp-server Manages prompt templates as markdown files with YAML frontmatter, providing structured organization, real-time file watching, and 15 ★ 91 
XMind master-frank/xmindmcp Converts multiple file formats into XMind mind maps with AI-powered analysis 15 ★ 92 
Medha tejzpr/medha-mcp Git-backed memory system that stores and organizes memories as markdown files in local or remote repositories, providing persisten 14 ★ 93 
ApiPost lniev/apipost-mcp2 Manages API documentation through the ApiPost platform with CRUD operations and JSON Schema to TypeScript conversion. 13 ★ 94 
Synapse Layer synapselayer/synapse-layer Zero-knowledge memory layer for AI agents with differential privacy and AES-256 encryption. 12 ★ 95 
Swagger/OpenAPI amrsa1/swagger-mcp Integrates with REST APIs through OpenAPI specifications to fetch documentation, explore endpoints, execute authenticated requests 12 ★ 96 
AI Group Markdown to Word jackdark425/aigroup-mdtoword-mcp Converts Markdown documents to professional Word files with advanced formatting 12 ★ 97 
Memex stifler7/memex Temporal knowledge graph of a codebase served to AI coding agents via MCP. 12 ★ 98 
Ejentum ejentum/ejentum-mcp Augmented AI reasoning with 4 harnesses, 679 runtime abilities, and dynamic capability injection. 11 ★ 99 
Form.io UAG formio/uag Universal Agent Gateway enabling agentic automation with Form.io forms and workflows. 11 ★ 100 
GitIntel hoangsonww/gitintel-mcp-server Deep repository analytics computed locally from Git commit history. 11 ★
OpenMetadata open-metadata/openmetadata Governed metadata context and business semantics for AI assistants and agents. 15k ★ 2 GitMCP (GitHub to MCP) idosal/git-mcp Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to access up-to- 8.3k ★ 3 OpenDia aaronjmars/opendia Provides OpenDia diagram creation capabilities through a lightweight web server with WebSocket support and HTTP API endpoints for 1.8k ★ 4 Microsoft Learn microsoftdocs/mcp Enables AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation 1.8k ★ 5 KorDoc chrisryugj/kordoc Parses Korean government and legal documents with structured data extraction and metadata analysis. 1.5k ★ 6 QGIS jjsantos01/qgis_mcp Enables AI systems to perform complex GIS operations in QGIS through a socket-based architecture that exposes geospatial capabilit 1k ★ 7 PDF Reader sylphxai/pdf-reader-mcp Securely extracts text, metadata, and page information from PDF files within a project directory using pdfjs-dist for both local f 831 ★ 8 COMSOL Multiphysics wjc9011/comsol_multiphysics_mcp COMSOL Multiphysics simulation control through the MPh Python library. 559 ★ 9 Novamira use-novamira/novamira WordPress plugin that gives AI agents full access to WordPress through PHP execution, filesystem operations, and crash-recoverable 534 ★ 10 UI5 Web Components for React ui5/webcomponents-react Developer documentation and API assistance for SAP UI5 Web Components for React. 533 ★ 11 TypeScript Refactoring mizchi/lsmcp Provides TypeScript/JavaScript code analysis and refactoring capabilities using ts-morph, enabling intelligent code transformation 454 ★ 12 Excel sbroenne/mcp-server-excel Automates Microsoft Excel through Windows COM with comprehensive operations for Power Query, DAX, PivotTables, and VBA 332 ★ 13 VeritasGraph bibinprathap/veritasgraph Zero-trust, air-gapped Enterprise GraphRAG server with offline, citation-grounded answers. 297 ★ 14 Svelte sveltejs/ai-tools Official Svelte documentation access and code analysis server that provides up-to-date reference material, playground link generat 291 ★ 15 Open Accountants openaccountants/openaccountants AI tax computation skills for financial transaction classification and tax documentation across 134 countries. 249 ★ 16 MikroTik jeff-nasseri/mikrotik-mcp MCP server for managing MikroTik routers via SSH with support for firewall, NAT, routing, DHCP, DNS, and WireGuard. 229 ★ 17 1C:EDT ditrixnew/edt-mcp Integrates with 1C:EDT workspace to expose project management, configuration properties, validation errors, bookmarks, tasks, and 223 ★ 18 GistPad (GitHub Gists) lostintangent/gistpad-mcp Transforms GitHub Gists into a personal knowledge management system with specialized handling for daily notes, reusable prompts wi 199 ★ 19 Adobe Photoshop by alisaitteke alisaitteke/photoshop-mcp Automate Adobe Photoshop operations including layer management, filters, and image manipulation. 171 ★ 20 Summarizer 0xshellming/mcp-summarizer Provides intelligent summarization capabilities for various types of content. 163 ★ 21 MinerU opendatalab/mineru-ecosystem Parse PDFs, images, Office documents, and HTML into Markdown using MinerU's document intelligence API. 162 ★ 22 Word Live ykarapazar/word-mcp-live Live Microsoft Word document editing with tracked changes, undo, comments, and 40+ formatting tools. 160 ★ 23 Mnem uranid/mnem Rust MCP server providing versioned knowledge graph memory for agents with hybrid GraphRAG retrieval. 142 ★ 24 Augments augmnt/augments-mcp-server Real-time framework documentation provider for 90+ frameworks 125 ★ 25 Monkey jamesmontemagno/monkeymcp Provides access to monkey data through a .NET 9.0 API with caching and dependency injection, featuring tools for retrieving comple 123 ★ 26 Tandem frumu-ai/tandem Documentation and setup guides for Tandem's AI agent platform, SDKs, and workflows. 109 ★ 27 UI5 ui5/mcp-server Comprehensive development tools for the UI5 enterprise JavaScript framework 92 ★ 28 Unreal Engine API Documentation codeturion/unreal-api-mcp Accurate UE5 C++ API documentation for AI agents to prevent hallucinated signatures. 90 ★ 29 PDF Tools jztan/pdf-mcp Read, merge, split, rotate, and extract text from PDF documents. 84 ★ 30 Wolfram Alpha akalaric/mcp-wolframalpha Connects language models to Wolfram Alpha for performing mathematical calculations, scientific queries, and data analysis with str 84 ★ 31 KIP ldclabs/kip Knowledge graphs for memory persistence, knowledge evolution, and explainable AI agent interactions. 77 ★ 32 DaisyUI birdseyevue/daisyui-mcp Provides access to DaisyUI component documentation and usage patterns for Tailwind CSS development 75 ★ 33 bpftrace eunomia-bpf/mcptrace Provides Linux kernel tracing capabilities through bpftrace integration with probe discovery, helper function documentation, async 71 ★ 34 PowerPoint Translator daekeun-ml/ppt-translator Translates PowerPoint presentations using Amazon Bedrock models while preserving formatting, layouts, and styles, supporting selec 66 ★ 35 Unity API Documentation codeturion/unity-api-mcp Accurate Unity C# API documentation for AI agents to prevent hallucinated signatures. 64 ★ 36 Myco battam1111/myco Filesystem-based cognitive substrate for AI agents with 18 knowledge management verbs and self-validating graphs. 64 ★ 37 Astro morinokami/astro-mcp Provides runtime information about Astro projects to AI assistants 59 ★ 38 Mapbox DevKit mapbox/mcp-devkit-server Developer tools for Mapbox APIs, styles, tokens, and documentation 59 ★ 39 Adobe Illustrator (ie3jp) ie3jp/illustrator-mcp-server Read, manipulate, and export Adobe Illustrator design data on macOS via ExtendScript. 59 ★ 40 Interactive Console posit-dev/mcp-repl Exposes a long-lived interactive REPL for R or Python with stateful execution, plot visualization, and OS-level sandboxing. 58 ★ 41 Context Awesome bh-rat/context-awesome Provides curated awesome list documentation to AI agents via a hosted MCP endpoint. 57 ★ 42 Gread nitrorcr/gread Gives AI agents access to source code and documentation from any public GitHub repository. 56 ★ 43 n8n alicankiraz1/cursor-n8n-builder Integrates with n8n workflow automation platform to enable complete workflow lifecycle management including creation, modification 56 ★ 44 HWP/HWPX File Handler treesoop/hwp-mcp Reads and writes Korean Hangul Word Processor (HWP/HWPX) documents with parsing and generation capabilities. 54 ★ 45 Pensyve major7apps/pensyve Universal memory runtime for AI agents with episodic, semantic, and procedural memory. 53 ★ 46 Claude Team 7836246/claude-team-mcp Orchestrates multiple AI models (Claude, GPT, Gemini) as specialized development team agents with distinct roles, providing conver 49 ★ 47 Netlify netlify/netlify-mcp Integrates with Netlify's platform for complete site management including project operations, deployments with zip uploads, team a 48 ★ 48 WordPress Manager prathammanocha/wordpress-mcp-server Enables AI to manage WordPress sites by providing tools for creating and updating posts, managing users, and retrieving content th 48 ★ 49 Korean Contracts kimlawtech/korean-contracts Privacy-preserving Korean contract generation and review tool that masks PII before processing with Claude, then restores original 47 ★ 50 WinDbg kanren3/windbg-mcp-rs Exposes WinDbg debugging sessions as an MCP server for command execution, documentation lookup, and target interruption. 41 ★ 51 Safe Docx usejunior/safe-docx Surgical, formatting-preserving editing of Word .docx and OpenDocument .odt files. 37 ★ 52 WPF Dev Pack christian289/dotnet-with-claudecode Serves WPF Dev Pack knowledge topics to AI agents from a local clone of the dotnet-with-claudecode repository. 37 ★ 53 DollhouseMCP dollhousemcp/mcp-server Enables dynamic persona management from markdown files with local creation, GitHub marketplace integration, and behavioral switchi 36 ★ 54 MarkView paulhkang94/markview Native macOS Markdown preview with GFM, Mermaid, and syntax highlighting. 35 ★ 55 EOxElements eox-a/eoxelements Provides coding agents with documentation about EOxElements web components for geospatial visualization 34 ★ 56 Obsidian Sync es617/obsidian-sync-mcp Access Obsidian vaults via filesystem or CouchDB with Self-hosted LiveSync support. 34 ★ 57 PDF to Markdown Converter futureunreal/mcp-pdf2md Converts PDF documents to Markdown format while preserving document structure, enabling content migration and making PDF content m 34 ★ 58 Gemini Bridge ankitdotgg/making-gemini-useful-with-claude Delegates large-context tasks from Claude to Google Gemini via subprocess, enabling token-efficient analysis of large files and co 33 ★ 59 PJE (Brazilian Electronic Court System) chapirousia/pje-mcp-server Integrates with Brazil's PJE electronic court system to enable secure access to legal case data, document retrieval, and court pro 33 ★ 60 Graqle quantamixsol/graqle Architecture-aware knowledge graph that enables AI assistants to understand codebase structure and dependencies. 32 ★ 61 COMSOL Multiphysics suzy-sa/comsol-multiphysics-mcp Automates COMSOL Multiphysics simulations with RAG-assisted documentation retrieval and guided workflow templates. 31 ★ 62 Obsidian Memory yunaga224/obsidian-memory-mcp Stores conversation memories as Obsidian-compatible Markdown files with YAML frontmatter and [[link]] syntax, enabling knowledge g 29 ★ 63 Pronounce anzy-renlab-ai/pronounce Developer pronunciation dictionary with 544+ entries for tech jargon (kubectl, nginx, GIF, JSON) providing audio pronunciations so 28 ★ 64 Frontend Testing (Jest & Cypress) studentofjs/mcp-frontend-testing Enables automated frontend testing by analyzing JavaScript/TypeScript code, generating Jest and Cypress tests, and executing them 26 ★ 65 Inite Brain inite-ai/inite-brain-service Open-source bitemporal memory layer for agents: knowledge graph with conflict resolution. 26 ★ 66 DocPull raintree-technology/docpull Sync public web sources into cited context packs for AI agents, RAG, and MCP clients. 24 ★ 67 ByteAsk Embedded Docs byteask/byteask-embedded-mcp Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references. 23 ★ 68 Code Embeddings davidvc/code-knowledge-mcptool A knowledge management tool for code repositories using vector embeddings. 23 ★ 69 RagScore hzyai/ragscore Generate QA datasets and evaluate RAG systems with privacy-first local processing and any LLM provider. 22 ★ 70 GoReleaser goreleaser/mcp Integrates with GoReleaser's configuration engine to provide validation, deprecation fixes, and documentation access for maintaini 22 ★ 71 File System Observer hesreallyhim/mcp-observer-server Monitors file system changes and sends real-time notifications when watched files or directories are modified, enabling live docum 22 ★ 72 Perseus perseus-computing-llc/perseus Compile-before-context engine that pre-resolves workspace state into markdown before the AI sees it. 21 ★ 73 Terragrunt Documentation excoriate/mcp-terragrunt-docs Provides direct access to Terragrunt documentation and GitHub issues through a Deno/TypeScript server that fetches content from th 21 ★ 74 LSP Bridge professioneit/lsp-mcp-server Bridges Language Server Protocol (LSP) servers to provide advanced code intelligence features like go-to-definition, find referenc 20 ★ 75 GeneXus 18 lennix1337/genexus18mcp MCP server for reading, editing, and analyzing GeneXus 18 knowledge base objects with AI agents. 19 ★ 76 DocGuard raccioly/docguard Deterministic doc-drift detection: guard, score, explain, verify-claims, and diagnose tools. 19 ★ 77 CacheOverflow getcacheoverflow/cacheoverflow AI agent knowledge sharing platform for cross-agent learning. 19 ★ 78 SAP UI5 Web Components ui5/webcomponents-mcp-server Development assistance for building applications with SAP UI5 Web Components. 19 ★ 79 World Model saravananjaichandar/world-model-mcp Temporal knowledge graph for codebases with constraint enforcement at edit boundaries. 19 ★ 80 Noosphere jinning6/noosphere Community of Consciousness knowledge sharing platform via GitHub. 18 ★ 81 1Password cakerepository/1password-mcp MCP server for 1Password service accounts — tools and resources for vaults and credentials 18 ★ 82 Halo huangwh826/halo-mcp-server Integrates with Halo blog systems to provide post, category, tag, and attachment management with automatic Markdown-to-HTML conver 17 ★ 83 Handwriting OCR handwriting-ocr/handwriting-ocr-mcp-server Integrates with Handwriting OCR API to extract and digitize text from handwritten documents in various image formats, enabling con 17 ★ 84 MinerU neosun100/mineru-mcp-server Integrates with MinerU's document processing API to convert PDFs into structured text and markdown formats with multi-account mana 16 ★ 85 Word Interop mario-andreschak/mcp-msoffice-interop-word Enables automated Microsoft Word document manipulation by exposing comprehensive tools for text editing, formatting, table managem 16 ★ 86 Dify Dataset Retriever wangle201210/dify-retriever-mcp Integrates with Dify's dataset retrieval capabilities, exposing knowledge base querying as a discoverable tool for retrieving info 15 ★ 87 Glyph benmyles/glyph Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines with functions 15 ★ 88 HeroUI Migration sctg-development/heroui-migration-mcp Assists with migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through project scanning, file analysis, guided rewrites, a 15 ★ 89 Markdownify jdjr2024/markdownify-mcp-utf8 Integrates with the markitdown library to convert various document formats including PDF, Word, and HTML to standardized Markdown, 15 ★ 90 Prompts Library tanker327/prompts-mcp-server Manages prompt templates as markdown files with YAML frontmatter, providing structured organization, real-time file watching, and 15 ★ 91 XMind master-frank/xmindmcp Converts multiple file formats into XMind mind maps with AI-powered analysis 15 ★ 92 Medha tejzpr/medha-mcp Git-backed memory system that stores and organizes memories as markdown files in local or remote repositories, providing persisten 14 ★ 93 ApiPost lniev/apipost-mcp2 Manages API documentation through the ApiPost platform with CRUD operations and JSON Schema to TypeScript conversion. 13 ★ 94 Synapse Layer synapselayer/synapse-layer Zero-knowledge memory layer for AI agents with differential privacy and AES-256 encryption. 12 ★ 95 Swagger/OpenAPI amrsa1/swagger-mcp Integrates with REST APIs through OpenAPI specifications to fetch documentation, explore endpoints, execute authenticated requests 12 ★ 96 AI Group Markdown to Word jackdark425/aigroup-mdtoword-mcp Converts Markdown documents to professional Word files with advanced formatting 12 ★ 97 Memex stifler7/memex Temporal knowledge graph of a codebase served to AI coding agents via MCP. 12 ★ 98 Ejentum ejentum/ejentum-mcp Augmented AI reasoning with 4 harnesses, 679 runtime abilities, and dynamic capability injection. 11 ★ 99 Form.io UAG formio/uag Universal Agent Gateway enabling agentic automation with Form.io forms and workflows. 11 ★ 100 GitIntel hoangsonww/gitintel-mcp-server Deep repository analytics computed locally from Git commit history. 11 ★ Showing the top 100 of 125 — browse and filter all mcp servers.
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Frequently asked questions
What are the best documents & knowledge servers for coding agents?
Ranked by GitHub stars, the current top documents & knowledge servers are: OpenMetadata (15k ★), GitMCP (GitHub to MCP) (8.3k ★), OpenDia (1.8k ★), Microsoft Learn (1.8k ★), KorDoc (1.5k ★).
How do I install a documents & knowledge mcp server?
Add the server to your MCP client (Claude Code: `claude mcp add <name> -- <command>`). Every server page shows its exact command.
How many documents & knowledge servers are listed here?
125 documents & knowledge servers are currently tracked, with metrics (stars, downloads, last-update dates) sourced from GitHub and package registries and refreshed continuously.