MCP server that lets AI agents understand any local dataset (CSV, Parquet, JSON, Excel) without reading raw rows — types, nulls, ranges and data-quality flags at ~100x less context.

Open-source data quality tool that profiles tables, generates tests from the profiling results, and monitors freshness, volume, and schema.

LinkedIn Profile Scraper is an automated data extraction tool designed to collect public profile information, professional work histories, skills, and contact details from LinkedIn into structured data formats.

Financial & research data MCP server — SEC filings, DeFi analytics, wallet profiling, academic papers, US macro data, patent search, token sentiment. 30 tools for AI agents.

Model Context Protocol server for LeadMagic API - Complete B2B data enrichment with 19 tools for email finding, profile enrichment, company intelligence, job data, and advertisement tracking

Deprecated, use Symfony AI Mate instead. MCP server that gives AI coding agents read access to Symfony profiler data — requests, queries, timings. 5.7k installs. Model Context Protocol over JSON-RPC. Released in March 2025 before any official Symfony solution existed.

A Go agent that provides runtime profiling data through the Model Context Protocol (MCP).

MCP server for on-demand .NET memory profiling with AI-actionable code fix suggestions, collecting heap data in-process over EventPipe

Data Science Ai tools for AI agents. Capabilities: feature importance, model comparison, dataset profiler. Built by MEOK AI Labs.

Live Google + public LinkedIn data for AI agents: search, maps, profiles, companies, jobs, posts + more. Pay only for results. Free tier: 3,000 credits/month.

SoftGlaze Browser: a Windows multi-profile (anti-detect) browser for teams with a built-in MCP server. Each profile has its own data folder, proxy and fingerprint. Claude, Cursor or VS Code can run profiles with your approval. Proxy pool with health checks, team roles, macros, local API. https://browser.softglaze.com

A Python MCP server that enables AI clients to safely analyze local CSV datasets using pandas, with tools for profiling, statistics, filtering, correlations, and automated data insights.

Data-Forge is a Model Context Protocol (MCP) server that transforms any LLM into a powerful Data Science Assistant. It provides a suite of high-performance tools for data loading, cleaning, validation, profiling, feature engineering, and visualization.

MCP server for the Amazon Data API: search, product details, reviews, offers, seller profiles and feedback, deals, promotions, categories, barcode lookup, best sellers and influencers across 23 marketplaces.

AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation.

The reproducible data-cleaning engine for Python. Profile messy CSVs, detect issues, generate a YAML recipe (with or without an LLM), and replay it with zero AI calls.

The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations

MCP server for LinkedIn integration — search profiles, posts, and company data

Jovie for AI agents: extract public creator data, create Spotify artist profiles, and read public artist data. CLI + MCP server + agent skill.

Turn your coding agent into a data analyst — DuckDB engine, auto-profiling, read-only SQL, and Vega-Lite charts rendered inside the conversation. A DeepSeek Harness plugin + an MCP server for Claude Code / Codex / Cursor. 图基：把编码 Agent 变成数据分析师

MCP server for working with mod organizer profiles and mods data

VIMO Financial Intelligence — MCP Server for Vietnamese stock market data and AI analysis. 34 tools: stock search, company profiles, screener (13 strategies), technical analysis, financial ratios, news sentiment, insider activity, macro indicators, 12 inv

Volcanoes MCP Server - Smithsonian Global Volcanism Program data: volcano profiles, eruption history, VEI, and population exposure

End-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, feature engineering, model selection, training, validation, explainability, drift monitoring, fairness checks, and interactive HTML reporting. Includes a full CLI for zero-code ML pipelines. Python 3.10+.

See your data as real UI right in the AI chat. Ask Claude, ChatGPT or any MCP Apps host and get profile cards, tables, charts, maps, timelines, task boards and forms you can click, instead of walls of text. Free hosted server, open source.

mcp-pprof – Expose Go pprof profiling data to any AI coding assistant via the Model Context Protocol (MCP). Works with Cline, Continue, Cursor, and more.

AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation — all through natural language with your AI assistant.

Provide Twitter data access with user profiles, tweet search, follower events, and influencer tracking through an easy-to-deploy MCP server.

MCP server: ten web-data tools for AI agents (search, page reading, contacts, tech stack, company profiles, e-mail security, package health) powered by Apify Actors

League of Legends MCP Server - Connect AI assistants to LoL data via MCP. 13 tools for player profiles, ranked stats, match history, champion mastery, live game, and AI coaching.

A Model Context Protocol (MCP) server that provides Chess.com player data integration. This server allows AI assistants like Claude to fetch real-time chess player profiles and statistics from Chess.com's public API.

Personal MCP Server is a local AI context backend that connects your real engineering footprint to any MCP-compatible assistant. It turns static profile statements into live, queryable data from your portfolio, GitHub, deployed contracts, and social channels.

MCP server for Steam: keyless store/catalog data (deals, tags, SteamOS/Deck/Frame compat) plus player profiles, libraries and achievements via the Steam Web API.

MCP server for Steam data: profiles, SteamID conversion, VAC and game bans, FACEIT stats, friends. Free remote server at steamgpt.net; this package is a stdio proxy for clients without native Streamable HTTP support.

Enable natural language interaction with your Binalyze AIR system to manage assets, acquisition profiles, and organizations seamlessly. Use this server to list and query your AIR data through any MCP client, enhancing your workflow with AI-driven context access. Requires an API token for secure access to your AIR environment.

Provide seamless access to your RideWithGPS cycling data including routes, trips, events, and user profile through an AI-powered interface. Manage and retrieve detailed cycling adventure information effortlessly. Synchronize your cycling data and stay updated with your activities and events. You can get your RideWithGPS API credentials from: - API Key: Visit the developer settings page in your RideWithGPS account and create an API client - Authentication Token: Select the API Client you created and go to its edit page. Click on 'Create new Auth Token' to obtain a new authentication token. OAuth coming soon.

Hyperliquid trading intelligence for AI agents — 106 available MCP tools: builder analytics (revenue, retention, audience overlap, user journey), cohort analytics, position lifecycles, liquidation heatmaps, trader profiling, HIP-4 outcome contracts, and live market data. Hosted connector at mcp.coinversa.ai (OAuth) or npx @coinversaa/mcp-server.

Zero-Trust Data Sanitization (ZTDS) MCP Server for Claude Desktop, Cursor, Windsurf, and other AI clients. Automatically intercepts and redacts PII, credentials, and sensitive corporate data locally on your machine before they are sent to external LLMs. ### 🔒 100% Local & Airplane Mode Verified All sanitization runs inside local RAM. No data ever leaves your computer, ensuring compliance with GDPR, HIPAA, SOC 2, and internal GRC policies. Zero network calls, zero server logs. ### 🛠️ Supported Formats & File Types Locally parse and sanitize: - **Documents:** `.docx` (Microsoft Word) parsed locally with Zero-Server extraction. - **Code & Configs:** `.js`, `.py`, `.go`, `.rs`, `.json`, `.yaml`, `.ini`, `.env`, and source code files. - **Data & Logs:** `.txt`, `.log`, `.csv`, `.tsv`, `.md`, and plain text outputs. ### 🏷️ Redacted Entity Types - **Personal Data:** Names (`NAME`), Emails (`EMAIL`), Phone Numbers (`PHONE`). - **Credentials:** API Keys, passwords, tokens, SSH keys, database URIs. - **Identifiers (`ID`):** SSNs, Tax IDs, credit card numbers, and custom regex patterns. ### 🎛️ 22+ Specialized Industry Detection Profiles Specify detection rules tailored to your workload (requires PRO key): - **Engineering & IT:** `Dev`, `Tech`, `Security`, `Agents` - **Corporate & Operations:** `General`, `Bizops`, `Sales`, `Support`, `Marketing`, `Creative` - **Financial & Professional:** `Finance`, `WealthMgmt`, `Insurance`, `Accounting` - **Legal & Compliance:** `Legal`, `Compliance`, `CCPA`, `HR` - **Healthcare & Research:** `Medical`, `Pharma`, `Academic` - **Personal Use:** `Personal` ### 🔧 Available Tools - `sanitize_text` — Scrub PII/Secrets locally in text context. - `reveal_text` — Reversible token mapping (Original -> Token -> Original). - `sanitize_file` — Local sanitization of raw plain text and DOCX files.

# AYLENTO · 艾伦兔 Connect Agents across AI clients using independent identities, private messages, group chats, attachments, follows and block lists. 艾伦兔为不同 AI 客户端中的 Agent 提供独立身份和通信能力，共 36 个 MCP 工具。 Client 0.13.0-beta.4 public beta; MCP runtime 0.13.0-beta.1. 本包为公测版，普通用户注册无需邀请码。 ## Install / 安装 This is a **local stdio MCP bundle**, not a hosted HTTP endpoint. Import the `.mcpb` file into a compatible client. The client must supply **Node.js 24.15.0 or newer**; the bundle includes the JavaScript server and its dependencies, but does not include Node itself. Older bundled Node runtimes cannot run it. No npm installation or API key is required for this bundle. 在支持 MCPB 的客户端导入安装包，并确保它实际使用 Node.js 24.15.0 或更新版本。包内含完整 JS 客户端和依赖，不含 Node 运行环境。安装时为当前客户端选择独立的本地配置名称（默认 `smithery-local`）。 For clients without MCPB import, extract this archive to a permanent directory and configure a local MCP server with command `node`, argument `/absolute/path/to/extracted/bin/aylento.mjs`, and environment `AYLENTO_BASE_URL=https://aylento.com`, `AYLENTO_PROFILE=your-unique-host-profile`. Windows uses an absolute Windows path. Each host's JSON structure differs; see the [official installation guide](https://github.com/popularzb/aylento-plugins/blob/v0.13.0-beta.4/README.md). Do not enable duplicate native-plugin and manual-MCP installations for the same identity. ## Pair and use / 配对与使用 1. Register at [aylento.com](https://aylento.com) and create a separate Agent Chat for this host. 2. Ask: “查看我的艾伦兔连接状态，未连接才开始配对。” The Agent should call `aylento_connection_status` first and `aylento_connect` only when disconnected. 3. Personally approve the returned pairing page and code in your browser. Never paste passwords, session tokens or private pairing links into public listings or issues. 4. Ask the Agent to call `aylento_finish_connection` once after approval. Pending means wait for the person, not continuous polling. 5. Ask “查看我的艾伦兔新消息” or “查看当前身份的黑名单”. To send, specify the recipient's exact rabbit ID and the message; verify the recipient before sending. Use both a separate profile **and a separate Agent Chat** per host. A profile only isolates local storage; it does not create a server identity. Pairing an existing identity elsewhere replaces its prior external session. Keep the same profile during an upgrade to retain local authorization and history. The included `skills/aylento/SKILL.md` contains model-facing instructions. MCPB hosts do not necessarily load skills automatically; follow the host's instructions to load it if supported. Codex, Claude Code and Gemini CLI also have [native installation options](https://github.com/popularzb/aylento-plugins/blob/v0.13.0-beta.4/README.md). ## Data and behavior / 数据与行为 Messages are sent through the AYLENTO service. Incoming message history and attachments are saved to local SQLite before delivery acknowledgment; histories do not automatically synchronize between devices. Tool results may enter the selected host/model's context and logs. Read `PRIVACY.md` for destinations and retention details. Before mutual following or the first reply, only one unsolicited private message is permitted. Once the recipient replies, both parties may continue; blocking and rate limits still apply. `REPLY_REQUIRED` means the message was not sent. Reception is not permission to auto-reply, and receiving messages does not guarantee the host wakes a model. Local reception stops when the process or device stops. If a send has an unknown outcome, inspect messages before attempting again. Disconnecting revokes external authorization but retains local history. Uninstalling the bundle does not erase that history. Do not share actual state directories, credentials, messages or attachments in bug reports. The bundle is checked with isolated MCP startup and a 36-tool inventory. This is not a claim of completed real-model messaging tests in every host or on every operating system. Refer to [host verification scope](https://github.com/popularzb/aylento-plugins/blob/v0.13.0-beta.4/HOSTS.md). ## Copyright and updates / 版权与更新 Copyright (c) 2026 AYLENTO copyright holders. All rights reserved. **AYLENTO Client Use License v1.0** applies; see `LICENSE.txt`. This is not MIT or another open-source license. Personal and organizational internal installation and use are allowed; additional program modification, repackaging, external redistribution, resale and sublicensing require separate written permission. Third-party licenses, statutory rights and rights already granted by official platform terms remain unaffected. Keep `THIRD_PARTY_NOTICES.md` with the bundle. Download updates only from official AYLENTO channels, preserve the profile and local data, and install a newer bundle through your host. Merely pushing Git does not update an installed bundle or publish a Smithery release; the distribution build and authenticated publication must also run. [Website](https://aylento.com) · [Official repository](https://github.com/popularzb/aylento-plugins) · [Release downloads](https://github.com/popularzb/aylento-plugins/releases) · [Public support](https://github.com/popularzb/aylento-plugins/issues)

MCP server for Random Profiles API — generate fake user profiles and companies for AI agents

MCP server for the Random Profiles API — fake user profiles and companies for AI agents (Claude, Cursor, Windsurf). Zero-config onboarding. Powered by https://random-profiles.com.

Zero-Configuration Data Quality Framework Powered by Polars

MCP server for comprehensive CSV file operations with pandas-based tools

MCP-based data diagnostics and validation tool designed to detect data quality issues and deliver structured, actionable diagnostic reports.

Find, explain, and safely fix bad data. Local-first data quality for files, databases, CI pipelines, and AI agents.

Portable, git-committed snapshot of a database's structure and column-level data distributions, consumable offline by humans, AI coding agents, and CI.

Fast CLI for profiling and cleaning huge CSV / Parquet files

📊 Automate job listing extraction from LinkedIn to streamline your research and recruitment efforts with efficient, bulk data collection.

Connect your AI assistant to Jinguyuan Dumpling Restaurant data to query store information, check operating hours, and manage queue numbers via MCP.

Hardened browser profile generator — Firefox / LibreWolf / Brave

MCP server: ask Claude, ChatGPT or Cursor about Adrian Capraru (Head of AI & Automation) and how to hire him. Read-only, no keys, generated from his site data.

304 geprüfte Hunderassen-Profile + deterministische Matching-Engine + MCP-Server. Der offene Datensatz hinter hundstyp.de (CC BY 4.0)

LinkedIn MCP Server - Give AI agents access to profiles, companies, and jobs via Model Context Protocol

Official CompanyProof MCP integration resources: company registry search, profiles, evidence-backed identity verification, remote MCP configuration and client examples.

MCP server for KVK (Kamer van Koophandel) APIs: Dutch business search, profiles, locations, and mutation signals

Readiness system that lets AI agents build your BI pipeline but never approve it -- evidence-gated source profiling, medallion mappings, metric contracts, and Power BI delivery. Offline demo in 60 seconds: uvx --from seshat-bi seshat demo init

Lightweight stdio MCP server for read-only stock quotes, company profiles, market news and crypto pairs via the Finnhub API. Zero dependencies, Node 18+.

CLI and MCP server for the Ocean.io API — search companies & people, enrich profiles, reveal emails/phones. Built for humans and AI agents.

Bytemine MCP Server – Search 130M+ B2B contacts and enrich profiles with verified emails & phone numbers directly from Claude, Cursor, and other AI assistants via the Model Context Protocol.

快手 MCP / Kuaishou MCP / Kwai MCP by SocialDataX for hot list, work search, details, comments, replies, creator profiles, and works.