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AI & ML MCP Servers

Memory, reasoning, RAG and ML tooling.

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1835 servers

ContextStream

Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP).

39
Rank#92.59
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Selvage

An LLM-based code review MCP server with AST-powered smart context extraction

35
Rank#89.85
Python
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Selvage

An LLM-based code review MCP server with AST-powered smart context extraction

35
Rank#89.85
Python
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Bhived MCP

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

35
Rank#84.99
TypeScript
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Bhived MCP

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

35
Rank#84.99
TypeScript
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A Mem

Self-evolving memory system for AI agents

34
Rank#84.42
Python
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Waggle

Persistent graph-backed conversational memory for AI agents.

34
Rank#104.88
Python
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Waggle

Persistent graph-backed conversational memory for AI agents.

34
Rank#104.88
Python
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Leghis Smart Thinking

Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…

34
Rank#91.5
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Documentation Extractor

Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser

32
Rank#86.61
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Kage

Verified memory for coding agents: claims cited against code, stale withheld, savings receipts.

32
Rank#79.09
TypeScript
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Graqle

Graph-powered codebase reasoning, impact analysis, and governance tools over MCP.

32
Rank#89.84
Python
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Plateau Creative

PLATEAU 3D city data as scene-editing and glTF export tools for creative LLM agents.

31
Rank#85.99
TypeScript
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Lotus Wisdom

Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualization.

31
Rank#88.13
TypeScript
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Inite Brain

Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.

31
Rank#78.47
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Ragie

Ingest, manage, and retrieve documents for RAG-powered AI applications

29
Rank#82.68
Python
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Ragie

Ingest, manage, and retrieve documents for RAG-powered AI applications

29
Rank#82.68
Python
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Codacy

Analyze code quality, security issues, and coverage across repositories

29
Rank#82.68
Python
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Testrail

Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.

28
Rank#83.1
TypeScript
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Enquire

Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.

28
Rank#83.1
TypeScript
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Sema

MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

27
Rank#75.8
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Palinode

Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.

27
Rank#87.03
Python
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Agoragentic Agent OS MCP

Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.

27
Rank#83.32
TypeScript
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JustCall MCP Server

JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.

26
Rank#80.57
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