Enables agent runtimes, IDEs, and local AI tools to access and manage MemoryOS tenant memory, domain schemas, and cross-agent universal memory through Model Context Protocol tools.
MCP servers
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Candidate groups, not verified unique MCPs. How grouping works
Enables AI assistants to store, search, and manage memories, chat history, and uploaded files via the MemoryPlugin API.
Scoped, low-latency persistent memory layer for AI agents, Cursor, and Claude Code over Model Context Protocol with sub-50ms hybrid search.
Provides a memory layer for AI coding agents with Git-powered version control, enabling automatic tracking of prompts, context, and code diffs.
Adds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.
Provides persistent memory for AI agents with hybrid semantic and lexical recall, including write-time contradiction detection and token-budgeted retrieval.
Provides persistent memory for AI models by enabling the storage and retrieval of episodic, semantic, and procedural information through the memro protocol. It allows assistants to maintain long-term context via semantic search and chronological memory management.
Local-first cross-agent memory for AI coding agents. Persistent, shared memory over MCP — what you tell one agent can be recalled by another — with all data stored in a single local SQLite file, no cloud and no API keys.
Provides a hosted remote MCP server that lets compatible AI clients retrieve and save durable context, checkpoints, operating rules, project notes, and permission-controlled templates for continuity across ChatGPT, Claude, IDEs, coding agents, and other AI tools. It enables token-efficient startup and resume handoffs so users can move projects between tools without rebuilding detailed prompts each session.
Provides persistent long-term memory for AI agents through semantic search and automated knowledge graph extraction. It enables agents to store, recall, and reason over facts, preferences, and relationships across multiple conversations and sessions.
Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.
A standalone memory service that provides a unified, pull-based knowledge store for AI agents, enabling shared memory and skills across multiple AI clients via MCP.
Cross-client AI memory hub for AI agents. Lets Claude Code, Cursor, Windsurf, and 20+ other clients share one physical SQLite memory database. Features bi-temporal time axes, source attribution, Q-Value usage-based ranking, and FTS5 full-text search with SQLite triggers.
Connects compatible AI assistants to Memuaria so they can retrieve account and book information, check memory or story draft status, and prepare changes for user review while personal data remains in the Memuaria cloud service.
MCP-native persistent memory layer for AI agents across Claude Code, Cursor, VS Code, and OpenClaw. Powered by hybrid vector search, BM25, and cross-encoder reranking with a published 73.1% LoCoMo benchmark accuracy.
MCP server that watches upstream API providers for breaking changes, scans your codebase for impact, and drafts migration fixes locally, all offline-first with zero network.
Enables AI agents to launch, inspect, control, debug, and hot-reload live Mengine game builds through Visual Studio Code or standard MCP clients.
Enables AI clients to launch real purchase or signup test runs against a live public URL and then fetch run status, scored findings with friction points and suggested fixes, and a public replay of every step taken. It works over Streamable HTTP with an API key, so no installation is needed in Claude Code, Cursor, Windsurf or any compatible client.
Provides read-only, provenance-first repository navigation for agents and humans, with ranked lexical retrieval, exact query, document handles, symbol context, and change impact analysis.
Validates AGENTS.md files against the cross-vendor coding-agent spec, detecting security smells and consistency issues.
Provides 62 AI governance tools for compliance with regulations like the EU AI Act, enabling risk management, transparency, bias detection, and more.
Mercado Pago's Official MCP Server offers tools so that developers can easily interact with our API using natural language, which simplifies tasks and product integration. Remotely hosted by Mercadolibre supporting Streamable HTTP Transport. Details on how to connect: https://mcp.mercadopago.com/
Enables AI agents to search and retrieve structured merchant data, check availability, manage bookings, and submit feedback against an open commerce registry with real restaurant data for LA, Hong Kong, and Tokyo.
Provides AI-native fraud scoring, risk intelligence, and compliance tools for AI agents processing payments across multiple rails.
What this catalog covers
- Source listings
- 167,775
- Candidate groups
- 168,195
- Setup-eligible endpoints
- 30,727
Sources observed 2026-10-24–2026-11-04. Listings can overlap across sources. Groups are identity candidates; setup eligibility is not a successful connection test.
SourcesMCP data from Glama connectorsMCP data from Glama source codeOfficial MCP RegistryClaude connector directoryAPI Tracker · publisher documentationSlack MCP directory
Default browsing excludes 2,356 specialized utility groups across the catalog. They remain available through keyword search and direct links. This editorial filter does not change the indexed totals or establish publisher quality.
Categories currently cover records matched to our reviewed catalog; other listings remain Uncategorized. Source-only projects have no generated connection option. Browse reviewed official MCPs →
- Glama connectors
API result set; pagination may cap at approximately 1,000 connectors. Not exhaustive.
- Glama source code
Complete chronological source-code catalog response; includes source-reported author classifications, not publisher attestations or ready-to-use endpoints.
- Official MCP Registry
Complete paginated registry response; registry membership is not publisher verification.
- Claude connector directory
Complete public Claude directory MCP components. Source tiers, tools, icons and sign-in hints are declarations, not publisher or runtime verification.
- API Tracker · publisher documentation
Publisher-documented remote presets, local servers and discovery-only announcements reviewed by API Tracker. Discoverability does not establish connection readiness.
- Slack MCP directory
Reviewed additions discovered through the public Slack Marketplace MCP category. Complete discovery inventory is retained separately; membership does not prove external-client compatibility.
Listings are grouped by exact public endpoints, exact package sets, or explicit reviewed identity bindings. Shared names or repositories alone do not merge implementations. Official includes publisher evidence and accepted source author classifications. It does not mean independently verified, runtime-tested or security-certified.