Besot

Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic search, backlink traversal). Plus Atlas, which auto-generates a cited, coverage-checked wiki from your git repos and Jira. Open-source (AGPL-3.0). Connect via `npx tela-mcp` (TELA_BASE_URL + a Personal Access Token) or the remote endpoint https://telawiki.com/api/mcp.

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Read-only database access with schema inspection

AI image generation using various models

MCP server to provide Figma layout information to AI coding agents like Cursor

KORE API is an MCP server for AI compliance verification, candidate scoring, strategy simulation and evidence collection. 13 tools. Works with Claude, Cursor, Cline and any MCP-compatible agent. Free API key at /v1/register — 100 credits, no credit card required. Pay-as-you-go billing. 1 credit = €0.001.

Staying API gives AI agents structured Airbnb stay data: look up a listing by ID, URL, or address and pull photos, reviews, host profile, amenities, pricing, and 12-month availability — or search by location, dates, price, and capacity with superhost, instant-book, and luxury filters. Streamable HTTP MCP server + REST. Free 100-credit key, no card.

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

Connect your AI agent directly to U.S. court e-filing and service of process — initiate filings, serve process, and track order status, fees, and documents, all from your documents. NOTE: auth is OAuth 2.0.

A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.

Retrieving and analyzing issues from Sentry.io

Kobel is a Windows desktop app that acts as a local permission gateway between your files and AI assistants like ChatGPT, Claude Desktop, Cursor, GitHub Copilot and Gemini CLI. Instead of giving an AI tool unrestricted access to your computer, you decide — per folder — exactly what it may do, using a simple five-color permission system: green (read & write), teal (write with automatic backup), orange (read the original, write only to a copy), yellow (read only) and red (no access). Everything runs locally on your PC. No cloud, no upload, no internet connection required. Credentials such as passwords, API keys and tokens are encrypted with AES-256 in your operating system's secure store. A tamper-proof activity log shows every file the AI read, changed or deleted, with timestamps. Through the built-in App-Proxy you can also connect local software — CRM, ERP, image editors or internal tools — and make it MCP-compatible without touching the software itself. Kobel is built for developers connecting a codebase, agencies needing hard boundaries between client projects, and companies that want non-technical staff to use AI safely. Available now on the Microsoft Store for Windows 10 and 11; macOS in development. Free tier available; Pro is a one-time €49 license. Made in Germany.

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

MCP server for exchangerate.dev, a live source for foreign exchange rates across 168 currency pairs, repriced ~60s on trading days.

summarize chat message

基于火珠林法《增删卜易》体系的六爻排盘 MCP 服务，为 AI 助手提供专业占卜、排盘解读和运势分析能力。

This Model Context Protocol (MCP) server provides access to the AirLabs aviation data API. It lets AI assistants such as Claude Desktop and Cursor access real-time flight data, airport schedules, delays, and reference databases for airlines, airports, aircraft fleets and routes — directly through natural-language questions. https://airlabs.co/docs/

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Static worst-case token-budget analysis of LLM-agent workflows (LangGraph / CrewAI / OpenAI-Agents) without running the code, plus signed budget certificates.

Atomic memory model — knowledge stored as atoms (facts, decisions, events, preferences, logs, procedures, notes, session messages) Multi-factor ranking — recall combines FTS relevance × confidence × recency × weight (not just BM25) Organic decay — atoms lose weight over time if not accessed; critical ones get flagged for review Learning engine — generates questions for the human when it detects contradictions, gaps, weak atoms, or merge candidates Session watcher — automatically ingests OpenClaw session messages as atoms with TTL (event-driven via inotify/watchdog) Auto-bonding — creates relationship links between atoms automatically during import Graph traversal — navigate the knowledge graph with depth control and relation filtering Markdown import — one-way sync from your existing markdown notes (coexistence, not replacement) Merge & deduplicate — consolidate similar atoms intelligently TTL support — atoms that expire automatically Versioning — automatic atom history tracking

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

Web content fetching and conversion for efficient LLM usage

UptimeRobot lets you monitor websites, APIs, servers, and services through natural conversation. Create and configure monitors of every type — HTTP, keyword, ping, port, heartbeat, DNS, API, and UDP — then pause, resume, retarget, or retag them as your infrastructure changes. When something goes down, list and inspect incidents with checker locations, logs, and traceroute to triage fast. Pull uptime percentages, up/down stats, and response-time trends on demand, and discover alert-contact integrations to wire up notifications. Full monitor lifecycle and observability, without leaving your assistant.

MCP server for interacting with Neon Management API and databases

Connect your CryptoGate account to Claude, ChatGPT or any MCP-compatible assistant and manage non-custodial crypto payments by chat — check balances, volume and stats, look up customer payments and invoices, and create crypto payment links on the spot. Read-heavy and safe by design: an AI connection can never move funds, change your receiving wallet, or touch security settings.