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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
501

Gofastr

Declare your app once in a gofastr.yml blueprint — get a server-rendered UI, REST API, OpenAPI, MCP tools, and migrations as plain Go you own. Experimental, AI-agent-first, stdlib…

34
502

vuln-intel

Hosted CVE-intelligence MCP: exploitation-first ranking and a fact-checker for hallucinated CVEs

34
503

tossinvest-openapi-mcp

Safe-by-default MCP server for the official Toss Securities Open API, providing read-only market and account data with optional order operations protected by multiple safety gates.

34
504

docctx

Local-first context retrieval engine that serves precise documentation chunks to coding agents via MCP, ensuring high-confidence context for code generation.

34
505

AI Visibility Index

AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.

34
506

HitKeep

Read-only MCP server for aggregate HitKeep analytics and official documentation.

34
507

academic-search-mcp

Enables searching academic literature via Semantic Scholar with relevance filters, batch metadata retrieval, and citation-graph recommendations.

34
508

Academic Research Intelligence MCP

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

34
509

Model Context Protocol MCP Server For A University Course Catalog

Built an a Model Context Protocol (MCP) Server for a University Course Catalog

34
510

Arxiv Search

arXiv search MCP server in Rust

34
511

McpGleam

MCP Server for fetching up-to-date documentation on the Gleam Programming language

34
512

Eurostat Classifier

Satellite Land Use Classification using Transfer Learning on EuroSAT dataset. EfficientNet-B0 pretrained on ImageNet, fine-tuned to classify 10 land-use categories from satellite…

34
513

Coursera MCP

MCP server that scrapes Coursera learning progress via Playwright

34
514

io.github.rubato103/kci-openapi-mcp

KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH

34
515

Education Feeds

Education Feeds MCP.

34
516

Flashcards Open Source App

Read and write open-source flashcards and decks through split read/write MCP tools.

34
517

College Scorecard

College Scorecard MCP — US Department of Education College Scorecard API

34
518

Connecticut Open Data

Connecticut open data via Socrata SoQL — agencies, public health, education, transport.

34
519

doiget

OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.

34
520

Che MCP Docs

?? CHE MCP - Technical documentation and architecture of the first national MCP ecosystem. 5-stage intelligent classifier, WMA online learning, 80+ Argentine data domains.

34
521

5928be41 MCP Servers Tools Expense Ap

The fastest way to automate a multi-tool business process in an afternoon. No setup fees. No learning curve. Connects to 400+ apps via n8n's built-in integrations — no custom cod…

34
522

3467d84c MCP Servers Tools Social Med

The fastest way to automate a multi-tool business process in an afternoon. No setup fees. No learning curve. Built for production: error handling, retry logic, and failure notifi…

34
523

Quantum Research Hub MCP Server

An MCP server for autonomous quantum computing research that searches arXiv, ingests papers, generates ideas, runs and validates experiments, and produces reports.

34
524

Lunoo Rankings

Consensus rankings for 75,000+ products across 2,600+ niches.

34
525

SendPulse

Empower AI agents with SendPulse email, CRM, chatbot, SMTP, and course automation

34
526

ArXiv + Semantic Scholar MCP Server

Enables searching academic papers, exploring citation graphs, and discovering related research via ArXiv and Semantic Scholar APIs.

34
527

Arx

MCP server for cached arXiv paper retrieval

34
528

Dq Toolkit

Local-first documentation + code search for Claude Code — indexes library docs and your repos into one SQLite (FTS5) store, queried by the agent through a typed MCP server. All-Ru…

34
529

io.github.zexiro/waitloop

Agent-first waitlists: hosted signup pages with referral ranking. One tool call returns a live page.

34
530

Delx Protocol + Agent Utilities

Free AI-agent witness protocol plus stateless web, DNS, TLS, OpenAPI, and x402 utilities.

34
531

web-research-mcp

A version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.

34
532

Sui Knowledge Base (kapa.ai)

Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

34
533

Tdarr MCP

A FastMCP server that exposes Tdarr's OpenAPI endpoints as MCP tools, enabling management and monitoring of Tdarr transcoding jobs.

34
534

FastMCPCourse

Hands-on FastMCP course — 12 modules covering MCP servers, clients, middleware, proxy composition, and LLM sampling

34
535

course-mcp

A local MCP server for referencing course files from a configured classes directory, allowing listing courses and their files safely.

34
536

AGS API

Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration

34
537

pddikti-mcp-server

Enables AI assistants to search and retrieve data from Indonesia's higher education database (PDDIKTI), including universities, lecturers, study programs, and students.

34
538

ElkassabgiData

Free academic US equity 1-minute bar data and global economic time series (ElkassabgiData).

34
539

com.thecastlemap/castles

2,400 castles, fortresses & palaces: name search, nearby, fame ranking, statistics. No key, CC0.

34
540

io.github.lonniev/tollbooth-sample

Educational Weather Stats MCP Service — Tollbooth DPYC monetization sample

34
541

SISTRIX SEO Toolbox

Curated SISTRIX SEO tools: visibility, rankings, keywords, backlinks, AI visibility, Amazon data.

34
542

SWEN AI

AI news, model intelligence rankings (Artificial Analysis Index, deduplicated by model family), and AI tools/tutorials directory. Free, no API key required — 7 tools for news sear…

34
543

Learning Orchestrator MCP

A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.

34
544

io.github.quantustik/mcp

Live S&P 500 quantum-model signals, forecasts and trade plans. Educational, not financial advice.

34
545

AIGuiders.Cdp.Core

Cognitive Dev Platform shared catalog: phase×object×language tool affordances, session context, and ranking (Cursor CDP MCP + Cascade IDE).

34
546

Prompts Tutorial

Educational example of building MCP prompts with FastMCP — from a simple string template to multi-turn conversations

34
547

Weka MCP

MCP server for WEKA machine learning. Train, evaluate, and run ML models from Claude, ChatGPT, and any MCP client. Java REST API + TypeScript MCP server, deployable to Azure Conta…

34
548

Soracom Knowledge MCP Server

Search SORACOM documentation: service guides, FAQ, API references, IoT recipes, etc.

34
549

Bootstrap Studio MCP Server

Provides tools for analyzing Bootstrap Studio .bsdesign project files, generating Bootstrap 5 component code, and looking up Bootstrap documentation.

34
550

com.secdim/mcp

Personalised developer security learning pathways from SecDim's challenges and courses.

34
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