Send a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.

On-chain identity and durable memory for AI agents on the Emercoin blockchain (NVS).

Generate software diagrams from natural language, code, ASCII, images, Mermaid.

Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.

Local IFC/BIM MCP server with IfcOpenShell Python in Pyodide and an IFC viewer.

MCP server for querying and validating OpenStreetMap tags

useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.

Model Context Protocol extension for Hebrew calendar

95.10% LongMemEval (highest published). Encrypted persistent memory for Ai coding assistants.

Architectural sensor for Python codebases.

Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.

The agent eval standard for MCP. Score every agent output for quality, safety, and cost.

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

MCP server connecting LLMs to Spotify, with smart-batching and large-playlist tools

Persistent memory for AI agents and humans. Store, search, and discover patterns.

An MCP server for processing images using Florence-2

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

Simulate hundreds of AI agents to predict how communities react to events and policies

Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.

Persistent memory for Claude Code — offline, single-file, hybrid search.

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

Reddit MCP Server via Apify

AI tech lead for coding agents with validation and impact analysis

A secure MCP server that lets AI agents query databases safely.

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot.

a qweather mcp server

AI code review grounded in your repo history. Supports Test Gen and Security Audits.

Convert, validate, and inspect workout files (FIT, TCX, ZWO, Garmin Connect) for AI agents.

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

Pine Script v6 documentation lookup, function validation, and linting for AI code generation

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Supply chain risk scoring for npm, PyPI, Cargo, and Go. 9 tools. Behavioral signals.

Budget-bound x402 payment wallet for AI agents — pays HTTP 402 URLs, capped locally. No backend.

Grade MCP servers A to F with the open behavioral litmus. npm: full toolset; hosted: lookups only.

Diagnoses Apple .ips crash reports: ranks likely causes with cited evidence, not just a stack trace.

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

OSC ↔ MIDI bridge — 849 synthesizers and DAWs. A MIDI MCP and OSC MCP for controlling them.

MCP server for letmepost.dev. Publish across 8 social platforms from any agent.

MCP server for Rachio sprinkler controllers — schedules, zones, and live watering control

PowerPoint automation for AI: slides, shapes, tables, charts, images, notes. Windows only.

MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

Official Sevalla MCP — full PaaS API access through just 2 tools.

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

Manage smbCloud projects, deployments, tenants, Mail apps, and Auth apps.

MCP server for Snyk API & Web — DAST scanning, findings management, and vulnerability triage

MCP adapter for Engram - organizational memory for AI agents

MCP server for web application security scanning

MCP server for Tilda API — projects, pages. 3 tools.

Self-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.

World Bank Open Data MCP Server

Provider agnostic skills implementation, with skills sourced from local paths or GitHub repositories

USB-HID keyboard/mouse (Pico 2, open firmware) as MCP tools; --mock runs with no hardware

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.

Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug

Real physical SIMs for AI agents: SMS verification and rentals. 145+ countries, 2500+ services.

VulnCheck exploit intelligence — CVE research, exploit data, advisories, and threat analysis.

Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.