MCP

XSAF is a small, fetch-native TypeScript framework for building secure AI agents. The page shows its core API, agent lifecycle, tool pipeline, MCP support, session handling, and offline testing story.

AI forecasting platform with a public track record, API/docs, and integrations for Claude Desktop and Claude Code. The page highlights benchmark results, live market usage, and example forecast types for probability, numeric, date, categorical, and decision questions.

Mirrors is a staging and replay environment for AI agents. It rebuilds the systems an agent calls, replays real sessions against prompts, tools, and model changes, and surfaces regressions before deployment.

Quil is a terminal multiplexer for AI-native development that preserves workspaces across reboots and resumes AI sessions. It also exposes an MCP server so agents can inspect panes, read output, and send commands.

An open-source upload command for coding agents that stages screenshots on a branch and auto-attaches them to GitHub PRs as a tidy comment. It also supports tagging, finding uploads later, device frames, one-shot screenshot capture, and shareable galleries.

CLI tool that black-box tests remote MCP servers for 2026-07-28 spec readiness and reports pass/fail status, grades, and migration guidance.

Opula is a hosted MCP connector that lets Claude and ChatGPT analyze your own finances using connected portfolio, net worth, cash flow, dividend, and risk data.

Bloomiro is an SEO and AI search visibility platform for SaaS teams. It tracks rankings, AI mentions and citations, competitor visibility, and turns search gaps into prioritized tasks. The site also highlights MCP support and connectors for tools like Cursor, Claude Code, VS Code, and Codex.

Predio is a REST and MCP API that turns Spanish cadastre data into structured, versioned JSON for reference lookup, coordinates, and address-based queries. It is aimed at developers, proptech teams, and AI agents.

Hail is a communications MCP server for AI agents, giving them a phone number, SMS line, and email inbox through one endpoint. It supports inbound and outbound voice, text, and email, with managed cloud and open-source self-hosting options.

An open-source, self-hostable customer platform built for the agentic era, with MCP-first tooling for knowledge base, conversations, CRM, CMS, outreach, and analytics. The README shows concrete modules, data portability, and self-host setup instructions.

Open-source control plane for coding agents that turns GitHub issues into bounded runs with validation, review, rework, and human merge gates.

Local-first persistent memory for AI coding agents over MCP. PMB stores decisions, lessons, project facts, and searchable context in a single SQLite file and exposes it through a CLI and dashboard.

Cloak is a local secrets vault for AI agents that lets them use API keys without exposing the raw key to the model. The repo shows a CLI, local daemon, MCP server, policy controls, and quickstart commands for connecting with AI clients.

Clor is a tool for creating background or scheduled AI agents (“claws”) that reuse the same MCP servers, CLIs, skills, and tools as a coding agent. It includes a CLI install flow, docs, pricing, and examples for monitoring, reporting, support, and changelog workflows.

A Python framework for building OAuth 2.0 authorization servers for MCP servers, with token storage, PKCE, device flow, introspection, and rate limiting.

Open-source, self-hostable sandbox for AI agents. It lets agents work inside isolated Linux containers through MCP tools, with CLI and host-level admin controls for creating, managing, and exposing boxes.

A Rust-based hybrid local code search tool for developers and AI agents, with BM25 + semantic retrieval, persistent indexing, tree-sitter symbol search, and MCP/gRPC integrations.

OpenWorkers is a thesis-focused research assistant that searches literature, verifies citations, critiques ideas, and produces structured research support without writing the prose for the student.

Semble is a local-first code search tool for agents. It offers natural-language search, an MCP server, bash/AGENTS.md integration, and a Python API, with claims of faster indexing and much lower token usage than grep+read.

An MCP server that lets Claude, ChatGPT, Cursor, and other MCP clients search first-party AI engineering jobs, inspect full postings, and query board stats without leaving the chat.

An agent-facing service marketplace for discovering capabilities, requesting work, paying for quote-based services, and verifying results with receipts. The page highlights MCP access, multi-agent interoperability, and several service families including verification, intelligence, risk, and transactions.

Chelis is a numerical computing language for code that agents can write and people supervise. It adds typed tensors, shape and precision checks, proof checking, and MCP tools for agent workflows.

Open-source memory system for LLM characters with library, API, MCP server, and WebUI options. The repo explains how it stores and recalls character, user, episode, emotion, world, and calendar memory, and includes install and usage examples.