#read

Read-only database access with schema inspection

Read-only MCP server that lets your coding agent see the sibling repositories next to the one it's working in overview, search, read, zero write tools. Security by architecture: path traversal, symlink escapes and secret files are blocked, proven by tests.

Public read-only MCP server for turva.dev: agent-readiness audit service catalog with prices, own-domain scan evidence, and engagement principles. No auth, no writes.

Qualityiris is an Inspection Management System for the apparel industry. This public MCP server lets any AI assistant answer questions about Qualityiris — features, pricing, FAQ — and submit interest on behalf of a prospective user. Tools: about_qualityiris, list_features, list_pricing_plans, get_faq, submit_interest.

Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smarter investments.

Turn Excel/CSV into charts AND answers over MCP. excel_inspect previews sheets & columns; excel_query filters/aggregates and returns real rows as JSON; excel_to_chart renders bar/line/pie/scatter/radar and returns a download URL. Credit-based.

Read-only access to VR.org's live VR, AR, and XR coverage. Ten tools let an agent search the latest VR, AR, and XR news, see trending topics, read VR.org's original editorial, compare headsets, pull current deals and prices, and fetch the top game and app lists. No API keys, no writes.

Turn Excel/CSV into charts AND answers over MCP. excel_inspect previews sheets & columns; excel_query filters/aggregates and returns real rows as JSON; excel_to_chart renders bar/line/pie/scatter/radar and returns a download URL. Credit-based.

Turn Excel/CSV into charts over MCP. excel_inspect previews sheets & columns; excel_to_chart renders bar/line/pie/scatter/radar etc. and returns a download URL. stagenth's 2nd MCP service, credit-based.

Grist is a flexible spreadsheet-database. The Grist MCP server lets agents work across your team sites and documents: list and query records, add or update rows, create new docs and tables. Universal URL with OAuth 2.0. Works in Claude, ChatGPT, and any MCP client that supports remote HTTP servers.

Read WeChat public account (微信公众号) articles via MCP. 99.89% anti-scraping success rate, 50-87% token compression. | 通过MCP读取微信公众号文章，99.89%反爬穿透率，50-87% Token压缩。

Your AI shipped it. Mushi tells you why it broke — plain diagnosis and a paste-ready fix prompt in Cursor. No second LLM key.

Syntitan MCP server — connect Claude and other MCP clients to Syntitan, the AI-Ready Data Platform that fills the missing layer between enterprise data management and AI execution.

Read-only MCP server giving AI agents access to your live MyLinedChart desktop workspace. Exposes six read-only tools: get_chart_context (symbol, timeframe, provider, connection state, feed type, counts), get_candles (OHLCV bars, up to 2,000), get_drawings (trend lines, levels, labels), get_indicators (name, parameters, placement, visibility), get_provider_status (IBKR connector state, feed type), and get_trades (the session's executed trades/fills as chart markers; populated for IBKR users via session fills). Everything stays on your machine — no data leaves the process, secrets are redacted, and there is no trading, order entry, or mutation of any kind. Requires the MyLinedChart desktop app. Install: npm install -g @mylinedchart/mcp-chart-context. Docs: https://mylinedchart.com/mcp

GPT Image 2 transforms text prompts into stunning 4K images, featuring highly accurate, readable text and photorealistic scenes. It offers advanced capabilities like multilingual rendering, custom dimensions, and image-to-image editing, making it ideal for product photography, ad creatives, concept art, and UI mockups.

Read-only MCP server for your databases. Lets AI assistants inspect schemas, preview data, run read-only SQL, and join across PostgreSQL, MySQL, files (CSV/JSONL/Parquet), and S3 - 26 read-only tools. SELECT-only by server-side filter: the AI can look and explain, never write.

Local-first MCP server for Microsoft Excel. 65 tools cover cell and range I/O, sheet management, styling, pivot tables, charts, conditional formatting, data validation, PDF export, and formula evaluation. File-based tools (openpyxl) run on Windows without Excel installed. COM-backed tools (PDF export, recalculation, pivot tables, VBA macros) additionally require Microsoft Excel. No hosted tier — runs on your machine.

A content calendar for Claude and ChatGPT. Create posts and campaigns, schedule with cadence guardrails, and publish to LinkedIn, X, and Threads through official APIs — approval-first, so nothing goes live without you. OAuth 2.1, no API keys. Every draft is checked against FeedSquad's anti-slop pattern registry before it can be scheduled.

Agent Experience Optimization (AEO) audits over MCP — score how findable, readable, and usable your site is to AI agents across FIND/READ/USE, then get prioritized machine-actionable fixes.

Let agents create and copy spreadsheets, read whole tabs or specific ranges, write and append values, and manage tabs in Google Sheets. PortEden's data firewall protects sensitive values, holds the AI to the permissions you grant, audits every write, and supports one-click revoke.

Gives your AI agent your story map and given/when/then acceptance criteria. Read-only.

A read-only Model Context Protocol server for Valve's public Steam Web API and storefront. Ask about your friends and games, playtime and achievements, as well as get game suggestions based on your library. Plus account-independent things like sales, reviews, live player counts, Steam Deck compatibility, discovery, and recommendations — bring your own free Steam API key.

Read-only MCP server exposing the editorial heritage travel knowledge graph of machupicchu.org: 500+ UNESCO World Heritage Sites and natural wonders across five continents. Search destinations, get full metadata, browse by region, filter posts by editorial intent (budget, transport, seasonal, tickets, itinerary, history, food, accommodation, photography, safety).

ArcFlow exposes the Destiny Matrix numerology calculator as MCP tools. Given a date of birth it returns a structured reading (core numbers 1–22 for personality, talents, money, relationships, life purpose and karmic patterns, each with a short interpretation) plus a rendered octagram image. A second tool computes compatibility between two birth dates. Deterministic, read-only, no auth.

ArcFlow exposes the Destiny Matrix numerology calculator as MCP tools. Given a date of birth it returns a structured reading (core numbers 1–22 for personality, talents, money, relationships, life purpose and karmic patterns, each with a short interpretation) plus a rendered octagram image. A second tool computes compatibility between two birth dates. Deterministic, read-only, no auth.

AI-powered face & palm reading MCP server. Analyze face photos to generate comprehensive fortune reports including face reading, health analysis, palm reading, couple compatibility, and daily fortune. Supports Chinese and English. Powered by Baidu Face AI, Qwen Vision, and DeepSeek.

Pre-listing readiness checks for paid x402 and MCP tools, including public metadata, unpaid 402 behavior, launch packs, and bounded receipts.

AI agents can create, schedule, publish, and analyze social content through Postly.

Curated by Archimedes Market. AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spend by service, account, or tag. Pull cost breakdowns, forecasts, savings recommendations. Read-only IAM — refuses to start if the role can modify resources. → archimedes.market/assets/d63f367d-79e5-488c-9e60-b7ba89fd3f91

Curated by Archimedes Market with a verified Trust Report (security, quality, license, complexity). Read-only PostgreSQL analytics agent exposed as an MCP server. Inspect query plans, surface slow queries, audit index usage, detect table bloat, and report vacuum status — without any DDL, DML, or write access. Designed to drop into a production database safely. → Full Trust Report: archimedes.market/assets/aa632521-f830-4adf-9828-7c6079e06a83

x402-native clean reader. URL in → markdown out. $0.002/call, no signup.

Quickly integrate social media platforms directly into your product to power posting, feeds, analytics, and more through a single, simple API.

Unified inbox MCP for WhatsApp, Telegram, Email, voice — read/send messages, search conversations, manage contacts, query knowledge graph, and trigger AI agents through natural language.

Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart caching.

Read-only MCP server for searching and discovering 3,000+ AI tools from AI Collection. Includes tools for search, categories, tool details, alternatives, and curated top picks.

AI assistants help creators draft, schedule, and publish posts to 8 platforms (Instagram, Facebook, X, LinkedIn, Threads, Bluesky, TikTok, YouTube) through OAuth-authorized accounts with human-in-the-loop approval. Connect once, then draft and schedule from Claude, ChatGPT, or Cursor. Listed in the Official MCP Registry as io.github.JackVitick/socialync.

AI agent readability scanner — score any public URL against the Vercel Agent Readability Spec, llmstxt.org, and 6 agent-protocol manifests (MCP, A2A, agents.json, agent-permissions, UCP, x402). 59 checks with per-check fix guidance. Same engine as agent-ready.dev.

Airtable is the database and operations layer for your agents — whether running product, marketing, sales, ops, HR, or a custom business app. It combines structured data with multiplayer visual surfaces (grid, kanban, calendar, gallery, timeline) humans and agents share — plus sync integrations to Jira, Salesforce, Zendesk, Google Drive, Databricks, and the rest of your stack, all backed by enterprise governance. This plugin makes Claude fluent in Airtable: creating bases and schema, working with records, and sharing UI for collaboration. Bundles the official Airtable MCP server.

Official MCP server for TrackingTime (trackingtime.co). Query time entries, projects, tasks, customers, and team productivity data from Claude, Cursor, or any MCP-compatible AI client. Read-only. Works with SSE and HTTP transports.

AI assistant integration for Leaf. Track books, log reading sessions, and manage your library.

A live MCP server exposing DugganUSA's threat-intelligence corpus to MCP-speaking agents. Read-only, secure-by-default. JSON-RPC 2.0 over HTTP at `https://analytics.dugganusa.com/api/v1/mcp`.

QueryBear is a managed MCP server that gives AI agents like Claude, Cursor, Claude Code, and Windsurf safe, read-only access to your PostgreSQL and MySQL databases. Every query runs through a security pipeline (SQL parser, allowlisted tables, blocked columns, row limits, timeouts). Audit log on every query. Column-level access controls let you hide PII, tokens, and secrets from the agent entirely. Natural-language-to-SQL with schema context. One URL, ~60-second setup, OAuth 2.1 auth — no config files, no self-hosting.

Release gate agents call before they tell users a public website is ready to ship. Scans public websites across security, SEO, accessibility, legal compliance, and sustainability.

hardcover-mcp connects your Hardcover library to AI assistants like Claude and Copilot. Search for books, update your reading status, manage lists, explore series — all through natural conversation instead of clicking through menus.

AnchorRegistry is the open provenance layer for the agentic economy. Every digital artifact — code, research, data, models, media, agents, transactions — can be anchored to Base L2 with a permanent, machine-resolvable identifier (an AR-ID). When an AI assistant encounters an SPDX-Anchor or DAPX-Anchor tag in a README, paper, model card, or website, this MCP server lets it resolve the artifact's full provenance record in one call: who anchored it, when, what type it is, manifest hash, and whether the tree has been sealed, retracted, voided, or affirmed. This is the verify-only edition (v0.1). Three read-only, authless tools wrap the public AnchorRegistry verify endpoints. Free, no API key, no account, no rate limit beyond defaults. Future versions will add registration, balance, and seal tools once the MCP credential pattern stabilizes.

AI-native office suite MCP server. Create, read, update docs, spreadsheets, and slides. 23 tools, real-time collaboration, multi-model AI.

Self-hosted, read-only MCP server for personal finance. Connect your banks, credit cards, loans, and brokerage accounts via Plaid and query them from Claude Code in plain English — no third-party aggregator involved.

MCP server for astrology and divination. Connect Claude, ChatGPT, or any MCP-compatible AI to real ephemeris calculations across Vedic and Western astrology, numerology, and tarot. Covers natal charts, 5-level Vimshottari Dasha, yoga and dosha detection, matchmaking with Rajju/Vedha vetoes, panchanga, KP system, Lal Kitab, and tarot spreads. 103 tools, OAuth 2.1. Free sandbox tier — 500 calls/month, no credit card.

Intelligent code knowledge graph for AI coding agents. Gives agents a persistent, queryable knowledge graph with search, call tracing, and agent write-back. 71% cheaper, 72% faster than baseline Grep+Read.

Blackmount NLP brings classical text analysis to any MCP client. 45 tools covering tokenization, stemming, readability scores (Flesch, Gunning Fog, Coleman-Liau, ARI, SMOG), VADER-style sentiment, TF-IDF and RAKE keyword extraction, text similarity, cleaning, summarization, and language detection across 18 languages. Zero heavy dependencies — no NLTK, spaCy, transformers, numpy, or scikit-learn. Everything is implemented from scratch in pure Python (stdlib + regex only). The entire wheel is 42KB and installs in under a second. Ideal for agents that need fast, deterministic text analysis without pulling 500MB of ML models. MIT licensed.

AI-native office suite MCP server — create, read, update docs, spreadsheets, and presentations via AI. 23 tools for full CRUD operations. Get your API key at mila.gg/api-keys

63 deterministic quant computation tools for autonomous financial agents. Options pricing, exotic derivatives, risk metrics, portfolio optimization, Monte Carlo simulation, statistics, crypto/DeFi, macro/FX, time value of money. Includes 6 composite workflow tools and batch endpoint. Pure Python math, zero dependencies. 1,000 free calls/day, no signup. x402 micropayments for paid tier.

基于 Spring AI 的github仓库文件读取Mcp服务，可以根据Github仓库链接，读取仓库下所有文件（前提是public仓库）

Scores your writing against quality profiles — per-trait breakdown, deterministic, sub-second. No auth required.

Burn-after-read encrypted notes for AI agents. Share secrets with users without them appearing in chat history — create a one-time URL, send it, they read it once and it's gone. AES-256-GCM E2E encrypted, decryption key never sent to any server.

Screen-reader navigation cost analyzer — unlike conformance checkers (axe-core, pa11y), Tactual measures the actual navigation effort for AT users by building a weighted graph from Playwright accessibility snapshots and scoring each target under real assistive-technology profiles (NVDA, JAWS, VoiceOver, TalkBack, generic mobile). Available as a CLI, Node.js library, and MCP server for AI coding assistants. - GitHub: https://github.com/tactual-dev/tactual - npm: https://www.npmjs.com/package/tactual - License: Apache-2.0

AI-powered social media ghostwriter with 21+ tools for content creation, scheduling, and multi-platform publishing. What it does: - Generate AI content tailored to your brand voice - Schedule posts across Twitter/X, LinkedIn, Instagram, and more - Manage drafts, media library, and queue slots - Track ghost writer personas and feedback Tools include: - presence_get, presence_list — manage your social presences - draft_create, draft_update, draft_generate_ai — create and enhance content - queue_add_slot, queue_update_slot — schedule publishing times - media_upload, media_library_list — manage images and videos - ghost_writer_list, feedback_submit — AI personas and improvement feedback Transport: Streamable HTTP (MCP spec 2025-03-26) Auth: Bearer token via Authorization header Endpoint: https://feedmansion.com/mcp Docs: https://feedmansion.com/en/help/mcp-setup/ or https://github.com/makerprism/feedmansion-ai-agents

MCP server that generates stunning GitHub profile SVGs — animated terminals, neural tech maps, trophy cases, WakaTime charts, Spotify cards, and more. 16 tools, zero external dependencies, pure Python stdlib. Works with Claude Desktop and any MCP client. Includes live-fetch tools that pull real GitHub stats, WakaTime coding activity, and Spotify now-playing data via API.

ChatGPT searches the internet. Perplexity crawls billions of pages. When you ask about your industry, your interests, your world, they give you everything except what matters. FeedNest is different. Your AI works exclusively with the sources you choose: the blogs you trust, the publications you follow, the experts you believe in. No algorithmic noise. No black-box results. Intelligence grounded in your world. This MCP server gives any AI assistant direct access to your feeds, articles, highlights, notes, and tags through natural language.

MCP server that saves up to 90% tokens when AI reads code. Returns AST structural overviews instead of dumping full files. 18 tools: smart_read, read_symbol, read_for_edit, find_usages, project_overview, and more. Works with Claude Code, Cursor, Codex, Cline. Supports 29 languages via ast-index + regex fallback for TS/JS/Python without binary.

AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that matches your team's standards. Works with: GitHub Copilot (VSCode 1.102+), Claude Code, Cursor, and other MCP-compatible AI tools.

AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that matches your team's standards. Works with: GitHub Copilot (VSCode 1.102+), Claude Code, Cursor, and other MCP-compatible AI tools.

Managed MCP gateway for PostgreSQL, MySQL, MS SQL Server, and Supabase. Add your database credentials, get one secure HTTPS URL, paste it into Claude Desktop or any MCP client. No local setup, no config files, no .env management. Read-only by default, AES-256 encryption, full audit logging.

Search and read classic books, world literature, and sacred religious texts across multiple sources. Supports Chinese classics (四书五经、四大名著、诸子百家) via Wikisource, Japanese literature via Aozora Bunko (青空文庫), Korean classics, daily Chinese poems, and free audiobooks from LibriVox. Multilingual support (zh/ja/ko/en/fr/de and more). Powered by Cloudflare Workers, free to use.

300+ calculators for AI agents via the Model Context Protocol. MCPCalc is a hosted MCP server that gives AI agents (Claude, ChatGPT, and others) access to a comprehensive library of calculators spanning finance, math, health, construction, engineering, food, automotive, and more — including a full Computer Algebra System (CAS) and a grid-based Spreadsheet calculator.

ShellGuard is an MCP server that lets LLM agents securely SSH into remote Linux hosts with read-only shell access. Instead of copy-pasting terminal output, your AI can run safe diagnostics, inspect logs, query systems, and troubleshoot production, staging, or dev environments autonomously. All commands are parsed, validated against a strict allowlist, and executed with timeouts and output limits—blocking destructive operations while guiding the LLM to safe alternatives.

An MCP (Model Context Protocol) server specialized in deciphering PDF internal structures. While typical PDF MCP servers are thin wrappers for text extraction, this project focuses on reading and analyzing the internal structure of PDF documents. Pair it with pdf-spec-mcp for specification-aware structural analysis and validation.

sholarPlot MCP - AI-powered scientific figure generator for researchers. Create publication-ready charts, neural network diagrams, flowcharts & mechanism illustrations that meet Nature/Science/IEEE journal standards in seconds

Read-only MCP server for secure filesystem exploration, searching, and analysis

一个强大的 MCP (Model Context Protocol) 服务器，用于智能读取 Java 源代码。支持从 Maven 依赖和本地项目中提取源码，配备双反编译器（CFR/Fernflower）自动选择机制，智能处理 SNAPSHOT 版本，完美支持多模块项目，让 AI 助手能够深入理解你的 Java 代码库。

MCP Server for providing read only access to your shell prompt

**Explore the I Ching with Quantum-Powered Reflection** Dive into the ancient wisdom of the I Ching, the 3,000-year-old Chinese *Book of Changes*, now enhanced with quantum random number generation. Generate true-random hexagrams for self-reflection, guided by AI-powered analysis combining classical interpretations, historical insights, and modern applications. Discover patterns, make decisions, and explore change with a tool that bridges ancient philosophy and cutting-edge technology.

**Explore the I Ching with Quantum-Powered Reflection** Dive into the ancient wisdom of the I Ching, the 3,000-year-old Chinese *Book of Changes*, now enhanced with quantum random number generation. Generate true-random hexagrams for self-reflection, guided by AI-powered analysis combining classical interpretations, historical insights, and modern applications. Discover patterns, make decisions, and explore change with a tool that bridges ancient philosophy and cutting-edge technology.

A comprehensive MCP server providing complete access to Korea's Library Information Naru API. Enables AI models to easily access all public library information, book searches, loan status, and reading statistics across South Korea.

WooCommerce MCP Server Plugin (no external server needed): Connect your WooCommerce store to AI assistants like Claude and VS Code. This WordPress plugin enables AI clients to access your store's product catalog, categories, reviews, and content through a secure, read-only interface. MCP for WooCommerce transforms your WordPress site into an AI-accessible data source built on Automattic's official WordPress MCP. It safely exposes public store information—products, categories, tags, reviews, shipping options, and WordPress content—while protecting customer data and private details. Perfect for building AI-powered shopping assistants or integrating with custom AI applications.

🌞 A dedicated MCP server purpose-built for agent conversation summarization.

mcp-kubernetes-ro is a Model Context Protocol (MCP) server providing read-only access to Kubernetes clusters for AI assistants. It enables AI models to list resources, get resource details, retrieve pod logs, discover API resources, and perform base64 encoding/decoding operations - all while maintaining security through read-only access. The server leverages your local kubectl configuration (even when kubectl is not required to be installed) and provides a safe, read-only interface to your Kubernetes clusters, preventing any destructive operations while allowing comprehensive cluster inspection and troubleshooting capabilities.

Comprehensive reading capabilities for ClickUp

文件资料查找mcp服务

MCP server for reading SQLite databases

Remote MCP Server built using Cloudflare Workers.

Simple RSS reader MCP Server

An MCP server that can read online documents to solve problems accordingly!

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration in development environments.

MCP server for searching Unread RSS reader database

A powerful, production-ready MCP server implementing the Model Context Protocol with robust SSE transport, built-in tools, and comprehensive error handling. Seamlessly connect AI models to data sources with enterprise-grade stability and performance.

让Claude等大语言模型轻松获取和解析任何网页内容，并转化为干净的Markdown。支持双引擎、批量处理，增强AI互联网信息处理能力。

📚✨ A powerful MCP (Model Context Protocol) server that brings Readium's documentation analysis capabilities to LLMs like Claude and other MCP-compatible clients. 🤖🔍 Seamlessly analyze local directories, public/private Git repositories, and URLs with support for multiple file formats (code, Markdown, text). Readium-MCP delivers structured results with summary, file tree, and content organization—making it the perfect tool when you need an AI to comprehend large documentation bodies, code repositories, or technical websites. 🧠💻 Easy to integrate with VSCode, Claude Desktop, or any MCP client for enhanced AI-powered documentation analysis!

MCP Server for Google Spreadsheet

Analyzes user-described build features (e.g. database, API integration, tools) and extracts core server requirements like resources, tools, prompts, external systems, and transports needed for MCP.

读取飞书/Lark文档 mcp server

Make RSS 📰 great again with AI 🧠✨!!

Make RSS 📰 great again with AI 🧠✨!!

MCP server to connect to an email server and search emails

Model Context Protocol (MCP) server to read a single pdf document

MCP Server for reading many files at the same time

Mirror of

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

MCP server that extracts web content using Readability.js

MCP server to update README.md using Ollama for conflict analysis.

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

User Guide for the Reading Record App

Mirror of

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

📥 MCP Download Tool - AI-powered file download manager | 基于 MCP 的智能下载管理工具

MCP Server for AI Summarization

A Model Context Protocol (MCP) server for reading Excel files with automatic chunking and pagination support. Built with SheetJS and TypeScript.

Model Context Protocol (MCP) Server for the Jina.ai Reader API

An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, branch, diff, log, status, push, pull, merge, rebase, worktree, tag management, and more, via the MCP standard. STDIO & HTTP.