2,190 servers in AI & Agents
Consciousness Engine MCP Server by MEOK AI Labs
Multi-agent context sharing, memory, and status coordination via MCP tools.
Local task scheduler and worker manager with MCP integration for Claude Desktop.
GeraClone MCP — discover expert clones, check operator's clone status, start expert chats (consent).
Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.
Generate a paste-ready embed for a floating 3D avatar chatbot on any website.
Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows
Memory Search MCP Server by MEOK AI Labs
Sends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.
x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput
Vet third-party AI agent extensions + agent-config files (AGENTS.md, .cursor/rules, CLAUDE.md).
Constitutional guardrails and loop detection for AI agents
An MCP server that provides a smart proxy to other mcp servers
Step-by-step observability for MCP agent workflows
Explainability Report MCP Server by MEOK AI Labs
Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.
IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.
Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar
Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.
Agent-to-agent communication bridge for multi-agent systems
GeraSkills MCP — search and install robot capability packs on behalf of an operator.
TypeScript template for building MCP servers with declarative tooling, observability, and auth.
Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.
High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model
Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.
Output quality control and validation for AI agents
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. Launching 2026.
Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.
Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model