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Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

in the readmeallows developers to easily add new communication protocols, tool storage mechanisms, and search strategies without modifying the core library. * **Interoperability**: With a growing ecosystem of protocol

Skill·MPL-2.0·★ 653·No key

Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

in the readmeassistants like Claude to interact with Odoo ERP systems. Access business data, search records, create new entries, update existing data, and manage your Odoo instance through

Python·MPL-2.0·★ 405·No key

A read-only Model Context Protocol (MCP) server for Sparx Enterprise Architect .qea exports. Gives AI agents access to EA analysis models — search elements, navigate packages, read use case scenarios,

Node.js·EUPL-1.2·Few stars·No key

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).

in the readmelost access too, so the tool could > not work for essentially anyone. Use `search-spotify` and `get-top-tracks` instead. > See Spotify's announcement . ## Features - Spotify

Node.js·MPL-2.0·★ 51·No key

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements

in the readmetimestamp to jump to that section of the video **00:00** - **Google Search for MCP** Navigation to Google homepage and search for "Model Context Protocol". Demonstration

Node.js·MPL-2.0·★ 41·No key

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

in the readmeBrowse latest stories from Hacker News - View top and best-rated stories - Search stories by keyword, by relevance or most recent (Algolia HN Search API) - Get

Node.js·MPL-2.0·★ 10·No key

Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize email from any AI assistant via the Model Context Protocol

Node.js·LGPL-3.0·★ 128·No key

Local-first crystalline intelligence for AI agents: the knowledge that endures across sessions, taught as Markdown Domains and captured as Engrams. One Rust binary with MCP server, CLI and hybrid sear

in the readmefolder of files.** Domains with MANIFEST routing, hybrid text-plus-semantic search, a knowledge graph and temporal filtering: the ten-thousandth engram is as findable

Skill·MPL-2.0·★ 16·No key

Official Rust implementation of the UTCP

in the readmeJSON with automatic discovery and registration - **🔍 Smart Tool Discovery** - Tag-based semantic search across all registered tools - **🤖 LLM Integration** - Built-in Codemode orchestrator for AI-driven

Skill·MPL-2.0·★ 59·No key

Govern & Secure your AI

in the readmeAWS Bedrock LLM providers with full tool calling support - **Context-Aware Tool Search**: Intelligent fuzzy search across all connected tools using natural language queries - **Protocol Support

Skill·MPL-2.0·★ 436·No key

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone instal

in the readmeTLDs that publish no RDAP service - Smart TLD suggestions organized by popularity - **Search Capabilities** - Check specific domains with exact TLD matching - Bulk checking across supported extensions

Python·MPL-2.0·★ 60·No key

Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

Skill·CC-BY-SA-4.0·★ 700·No key

A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

in the readmecontent: - Article titles (H1) with proper keyword placement - Meta titles optimized for search (50-60 characters) - Meta descriptions with clear value propositions (155-160 characters) - SEO

Python·CC-BY-SA-4.0·★ 272·No key

Agent Knowledge Manager (akm). A CLI tool to manage AI agent knowledge, memories, skills, and more.

in the readmeassistant that can run shell commands. ### Load only what the task needs Search or curate a shortlist, then load full content by ref. No giant startup

Node.js·MPL-2.0·★ 66·No key

Open-source AI business orchestration platform for running governed AI agents across ERP, CRM, Microsoft 365 and other business systems.

Skill·LGPL-3.0·★ 129·No key

A model context protocol server that reads mails with notmuch and sends mail with sendmail

in the readmeSendmail connects Claude Desktop to your notmuch email database, allowing it to: - Search and browse your email threads - View conversations in a clean text format - Compose

Python·MPL-2.0·★ 7·No key

Local memory across Claude Code, Codex (CLI & Desktop) and more. Reads your transcripts, serves context via MCP.

in the readmeinert data, never as code, commands, or paths to execute. Capture, local search, and recall do not require an AI provider key. ## Get started ```console npm

Node.js·MPL-2.0·★ 4·Few stars·No key

Mailoo — IMAP/SMTP MCP server (fork email-mcp); multi-account, profile per folder.

in the readmeofficial codefuturist project. See Upstream / Attribution . Enables AI assistants to read, search, send, manage, schedule, and analyze emails across multiple accounts. Exposes 57 tools, 7 prompts

Node.js·LGPL-3.0·Few stars·No key

The Negbit Spec — an open quotation model for pre-processed knowledge bundles in machine-to-machine markets (CC BY-SA 4.0)

in the readmeagents acquire task-relevant information two ways: by burning inference tokens to search, filter and synthesize raw sources, or by purchasing pre-processed, directly consumable context

Node.js·CC-BY-SA-4.0·Few stars·No key

MCP server for Netmon network monitoring — query devices, alerts, syslog, Windows event logs, Suricata IDS, NetFlow and packet captures from Claude

in the readmesummary`, `tags_list` | | Traffic & topology | `mcp:vne`, `mcp:devices` | `top_bandwidth`, `netflow_search`, `netflow_raw_search`, `flow_summary`, `get_network_entity_info`, `arp_table`, `interfaces_search

Skill·MPL-2.0·Few stars·No key

AI bridge for Unreal Engine 5. Control the editor from Claude Code, Cursor, Windsurf, and any MCP client. Community edition of CodeFizz Editor Agent, which has 900+ commands across 28 categories on UE

in the readmeanalyze_insight --query flame --count 20 ue-cli performance_analyze_insight --query search --filter "ConveyorProcessor" ``` #### Enhanced Input ```bash ue-cli create_input_action --asset-path /Game/Input/IA_Jump

Python·MPL-2.0·★ 40·No key

A Model Context Protocol (MCP) server for UniFi Network Controller, written in Go.

in the readmeaccess to 252 UniFi operations (generated from the controller API): - `tool_index` - Search/filter the tool catalog by category or resource - `execute` - Execute any tool by name

Docker·MPL-2.0·★ 6·No key

A Model Context Protocol (MCP) server for the CKAN API that enables browsing and managing CKAN data portals through MCP-compatible clients.

in the readmepackages - `ckan_package_show`: Show details of a specific package - `ckan_package_search`: Search for packages ### Organizations - `ckan_organization_list`: List all organizations - `ckan_organization_show

Skill·MPL-2.0·★ 15·No key