Dsh MCP Client
MCP client bridge: connects to MCP servers and registers their tools on ctx.tools
6,923 servers in this category
MCPpedia tracks 6,923 ai / ml MCP servers. 1,597 of them score at least 50 out of 100, and 601 clear 70 โ about 9% of what has been published in this space. The remaining 5,326 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
Dsh MCP Client leads the list at 97/100. Gpt Researcher (97) and Modelcontextprotocol (96) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency โ how much of your context window the tool definitions consume before you have asked anything.
36 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 13 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best AI / ML MCP servers, Productivity, Developer Tools, Data, Finance
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MCP client bridge: connects to MCP servers and registers their tools on ctx.tools
An autonomous agent that conducts deep research on any data using any LLM providers
The official MCP server implementation for the Perplexity API Platform
1000+ scientific tools for AI scientists: life science, reserach, literature, and more.
Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.
An open-source AI agent that brings the power of Gemini directly into your terminal.
Lightweight core CLI surface for Claude Flow โ memory + hooks commands only. Designed to load fast on cold npx cache (<5s) so plugin skills don't race the 30s MCP-startup timeout. The full @claude-flow/cli metapackage lazy-loads everything else on top of
Ruflo - Enterprise AI agent orchestration for Claude Code. Deploy 60+ specialized agents in coordinated swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration
Unified real-time search engine skill for AI agents.
MCP server for AI image generation
Compact, efficient, and extensible long-term memory for LLM agents.
AI image generation and editing with prompt optimization and quality presets. Powered by Nano Banana
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Programmable email inbox for AI agents โ JMAP, PoW auth, stdio MCP server.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 ยตs overhead at 5k RPS.
๐ซ Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support.
Semantic code search and analysis from CodeAlive for AI assistants and agents.
MCP Toolbox for Databases is an open source MCP server for databases.