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MCP servers tagged docs

617 live MCP servers tagged "docs", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with docs.

617
live servers
38
avg trust
3.3K
most stars
151

io.github.nk3750/jitapi

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

37
152

io.github.oborchers/tablestakes

Read and edit HTML/Markdown tables in GitBook-synced documents via MCP tools.

37
153

io.github.oscal-compass/compliance-trestle-mcp

An MCP server that provides tools to author OSCAL security compliance documentation

37
154

io.github.ozanmutlu/gitlab-docs

GitLab documentation search for AI assistants via Model Context Protocol (MCP)

37
155

io.github.pavelpiha/specrun

MCP server that converts OpenAPI specs into tools which can query API endpoints

37
156

PDFCrowd PDF Export

Create polished, professional PDFs from a single prompt. Documentation, reports, charts, and more.

37
157

io.github.photoxpedia/bolor-brain-mcp

Cognitive architecture MCP server with memory, learning, and contextual understanding

37
158

io.github.praveenc/mcp-docs-server

MCP server for searching MCP protocol documentation

37
159

F5 Distributed Cloud Terraform Provider

F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscription info for AI.

37
160

io.github.saurav61091/mcp-openapi-runner

Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.

37
161

io.github.seankim-android/humanaway-mcp-server

MCP server for humanaway, a social network for AI agents.

37
162

io.github.sethclawd-prog/schemaguard

API Schema Drift Monitor — detect breaking changes in OpenAPI specs

37
163

Symbols MCP

MCP server for Symbols.app — documentation search and framework reference

37
164

io.github.timescale/pg-aiguide

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

37
165

io.github.yarnabrina/mcp-learning

MCP server that can perform basic arithmetic operations and parse/evaluate arithmetic expressions.

37
166

PFC - ITASCA Discrete Element Simulation

Give AI agents full access to ITASCA PFC - documentation, simulation, and plot capture.

37
167

crossref-academic-mcp-server

MCP Server for scientific papers, citations, and academic research — Crossref, OpenAlex, Semantic Scholar

37
168

Fastmcp Openapi

OpenAPI documentation and helper decorators for FastMCP servers

37
169

Latitudesh

> Model Context Protocol (MCP) server for the [Latitude.sh API](https://www.latitude.sh/docs/api-reference)

37
170

Kendo Angular Unofficial

An open-source MCP server to query the Kendo UI for Angular documentation.

37
171

Kairos

when2meet-style scheduling polls — self-hostable, reverse-proxy-auth friendly, agent-first API (OpenAPI + llms.txt + MCP).

37
172

Swift Developer Docs

MCP server for Apple Developer Documentation — search and fetch docs as Markdown for AI tools

37
173

io.github.cyanheads/arxiv-mcp-server

Search arXiv, fetch paper metadata, and read full-text content. STDIO & Streamable HTTP.

37
174

io.github.theYahia/getcourse-mcp

MCP server for GetCourse API -- users, deals.

37
175

io.github.aniebyl/ololand-dd

OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.

37
176

nife-restapi-mcp-server

Dynamic MCP server that auto-generates tools from any REST API OpenAPI/Swagger schema

37
177

s2-mcp-server

MCP server for Semantic Scholar — 200M+ academic papers in Claude Desktop

37
178

io.github.DingDawg-dev/dingdawg-healthcare-agent

HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.

37
179

io.github.UI5/webcomponents-react-mcp-server

MCP server for UI5 Web Components for React - Developer documentation and API assistance

37
180

io.github.jarmstrong158/skillmatch-mcp

Job search and ranking pipeline via MCP for Claude Desktop.

37
181

io.github.dingdawg/dingdawg-healthcare-agent

HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.

37
182

io.github.federicodeponte/openpaper-mcp

Generate academic papers with AI agents and verified citations via OpenPaper.dev

37
183

Cloudflare MCP Server

Enables natural language interaction with Cloudflare services including Workers, observability, documentation, and Radar for managing configurations, analytics, and internet insig…

37
184

Google Tools

The easiest MCP server for Google Workspace — Drive, Docs, Sheets, Gmail, Calendar, and Forms. 153 tools with one-click browser auth. Read Word docs, PDFs, and spreadsheets straig…

37
185

research-automation-mcp-server

MCP server for autonomous research automation: web search, Wikipedia, arXiv, Crossref, fact-checking and report compilation

37
186

skeleton-ui-mcp-server

MCP server exposing Skeleton UI (Svelte) documentation as tools for coding agents

37
187

MTA:SA Documentation MCP Server

MCP server for MTA:SA documentation with intelligent search and caching

37
188

methods-mcp

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

37
189

io.github.mlintangmz2765/scholar

Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.

37
190

Pallas Athena Tools

athenahealth DataView, API, and workflow tools for Claude Code with learning loop

37
191

io.github.akkylab/litra-paper-search

MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization

37
192

io.github.mshegolev/sonarqube-mcp

SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.

37
193

io.github.onetrueclaude-creator/hebbian-vault

Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

37
194

Video URL Analyzer

Analyze YouTube/TikTok/Instagram videos: transcripts, AI insights, tutorial extraction

37
195

io.github.WayforthOfficial/wayforth

Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.

37
196

Love2d MCP Server

MCP server for Love2D API documentation

37
197

Cl SDK

MCP server for CL SDK — search and read SDK documentation

37
198

RecourseOS

Consequence evaluation for AI agents. Check recoverability before destructive actions.

37
199

io.github.tiago-marques/x-openapi-flow-mcp

OpenAPI lifecycle guard and MCP sidecar for policy-driven API orchestration.

37
200

Oapi Invoker

Invokes any OpenAPI through Model Context Protocol (MCP) server, supporting specification patches, custom authentication protocols, and data encryption/decryption

37
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