Dsh MCP Client
No CVEs97A
MCP client bridge: connects to MCP servers and registers their tools on ctx.tools
4 toolsstdio196.7k592.2k/wk5d ago
Best AI / ML MCP Servers
MCP servers for AI memory, vector search, model APIs, and LLM tooling — scored on security and token efficiency.
MCPpedia tracks 6,923 ai / ml MCP servers. 1,597 of them score at least 50 out of 100, and 601 clear 70 — 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 — 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: All AI / ML servers, Best Productivity, Best Developer Tools, Best Data, Best Finance
Last updated
1
97score
2
Gpt Researcher
No CVEs97A
An autonomous agent that conducts deep research on any data using any LLM providers
5 toolsremote29.2k10627.0k/wk2d ago
97score
3
Modelcontextprotocol
OfficialNo CVEs96A
The official MCP server implementation for the Perplexity API Platform
4 toolsremote2.5k36.8k/wk1d ago
96score
4
I
io.github.mims-harvard/tooluniverse
No CVEs96A
1000+ scientific tools for AI scientists: life science, reserach, literature, and more.
4 toolsremote1.7k10627.0k/wk1d ago
96score
5
Antigravity Workspace Template
No CVEs96A
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.
2 toolsremote1.3k47.2k/wk17h ago
96score
6
Gemini Cli
OfficialNo CVEs95A
An open-source AI agent that brings the power of Gemini directly into your terminal.
8 toolsstdio106.7k393.5k/wk23h ago
95score
7
Cli Core
No CVEs95A
Lightweight core CLI surface for Claude Flow — 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
4 toolsstdio69.4k39.8k/wk18h ago
95score
8
Claude Flow
No CVEs95A
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
4 toolsremote69.4k21.4k/wk18h ago
95score
9
C
Claude Flow MCP Server
No CVEs95A
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
4 toolsremote69.4k47.4k/wk18h ago
95score
10
Ruflo
No CVEs95A
🌊 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
4 toolsremote69.4k47.4k/wk1d ago
95score