mcpField

MCP Servers

63,071 MCP servers for AI apps. Filter by category, badge and popularity.

Memory & Knowledge

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OmniClip RAG
OmniClip RAG
EllisMorrow

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows

45Search
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OmniClip RAG
msjsc001

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows

45Search
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Python notebook
Python notebook
UsamaK98

A lightweight Python notebook MCP server that allows AI agents and other MCP clients to interact with Python notebook files seamlessly.

45Memory & Knowledge
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adam-framework
adam-framework
strangeadvancedmarketing

Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation

45Memory & Knowledge
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ContextStream MCP Server
ContextStream MCP Server
contextstream

The context platform for AI agents: code search, team decisions, and grounded project context

44Memory & Knowledge
C
ContextStream MCP Server
ContextStream MCP Server
contextstreamio

ContextStream MCP server for code context, memory, search, and AI tools.

44Memory & Knowledge
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ContextStream
ContextStream
contextstream.io

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

44Memory & Knowledge
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Agent Memory MCP
Agent Memory MCP
ipiton

Memory, docs, and repo context layer for engineering agents.

44Memory & Knowledge
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ContextStream
ContextStream
ContextStream

Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.

44Memory & Knowledge
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Documentation Crawler & MCP Server
Documentation Crawler & MCP Server
alizdavoodi

This project provides a toolset to crawl websites, wikis, tool/library documentations and generate Markdown documentation, and make that documentation searchable via a Model Context Protocol (MCP) server, designed for integration with tools like Cursor

44Memory & Knowledge
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Waggle Mcp
Waggle Mcp
Abhigyan-Shekhar

Here is a description you can use

44Memory & Knowledge
O
ontomics
ontomics
EtienneChollet

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster

43Developer Tools
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INITE Brain
INITE Brain
inite-ai

Long-term memory for AI agents: a bitemporal knowledge graph with cited answers

43Memory & Knowledge
L
Logseq MCP Server
Logseq MCP Server
dailydaniel

Simple Logseq MCP server

43Memory & Knowledge
L
lean-memory
lean-memory
Wuesteon

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud

43Memory & Knowledge
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Graphiti Mcp Pro
Graphiti Mcp Pro
itcook

Based on Graphiti, with enhanced core capabilities, broader AI model compatibility, and a comprehensive management UI.

41Memory & Knowledge
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MCP Kanban Memory
MCP Kanban Memory
eyalzh

MCP server providing kanban-based task management memory for complex multi-session workflows with AI agents

41Memory & Knowledge
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alive-analysis
alive-analysis
with-geun

Query alive-analysis history from any AI client. Tools: list, get, search, dashboard export

41Memory & Knowledge
S
State Memory MCP
State Memory MCP
putervision

Persistent workflow graph server tracking tasks, decisions, spatial entities, and blockers

40Memory & Knowledge
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Saga
Saga
spranab

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy and activity logging — so LLMs never lose track.

40Productivity
S
Storm MCP Server with Sionic AI serverless RAG
Storm MCP Server with Sionic AI serverless RAG
sionic-ai

No description yet

40Memory & Knowledge
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trip2g
trip2g
trip2g

Serve a folder of Markdown notes as an MCP server: hybrid search, reading and sourced answers

40Memory & Knowledge
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Visual Memory MCP
Visual Memory MCP
putervision

Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding

39Memory & Knowledge
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Laravel Docs MCP Server
Laravel Docs MCP Server
brianirish

A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem

38Memory & Knowledge
E
esa-mcp-server
esa-mcp-server
d-kimuson

Model Context Protocol server implementation for esa

37Productivity
I
IHMT Memory
IHMT Memory
gonzaroman

Long-term memory for AI coding agents, stored as a tree of plain local files.

37Memory & Knowledge
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📝 MCP Notes
📝 MCP Notes
9Ninety

A simple note-taking MCP server for recording and managing notes with AI models.

37Memory & Knowledge
O
Obsidian Mcp For Claude.ai (web)
Obsidian Mcp For Claude.ai (web)
BoweyLou

Enhanced Obsidian MCP Server with Claude.ai Remote Integration, Tailscale Support, and Advanced Query Capabilities

37Memory & Knowledge
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mnemex
simplemindedbot

Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown)

37Memory & Knowledge
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DocSlicer
DocSlicer
DocSlicer

Answer questions from documents too large to fit in context, reading only the sections you need

36Memory & Knowledge
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mcp-rag-server
mcp-rag-server
kwanLeeFrmVi

mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your document content by indexing and retrieving relevant information efficiently

36Memory & Knowledge
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MCP Server Rememberizer
MCP Server Rememberizer
skydeckai

An MCP Server to enable global access to Rememberizer

36Memory & Knowledge
B
Better Notion Mcp
Better Notion Mcp
n24q02m

Markdown-first MCP server for Notion — composite actions, auto-pagination, and bulk operations optimized for AI agents

36Memory & Knowledge
L
Local FAISS MCP Server
Local FAISS MCP Server
nonatofabio

Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

36Memory & Knowledge
B
Bhived
Bhived
ArtKeyAi

bhived is an MCP server that gives AI agents shared memory, skills, and tool discovery. Install once, works in Claude Code, Cursor, and 15+ other agents.

35Memory & Knowledge
R
RemembrallMCP
RemembrallMCP
cdnsteve

Persistent knowledge memory for AI agents with hybrid search, code graph, and pgvector

35Memory & Knowledge
A
a-mem-mcp
a-mem-mcp
DiaaAj

Self-evolving memory system for AI agents

35Memory & Knowledge
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Cortex Memory Engine
Cortex Memory Engine
gambletan

Local-first AI memory engine: 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs

35Memory & Knowledge
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Geniuz
Geniuz
jackccrawford

Open-source MCP server that gives Claude persistent memory. Your AI keeps your standards, decisions, and reasons across sessions. Recalled by meaning, not keywords. Runs fully local: on-device semantic search, no cloud, no API keys. macOS, Windows, Linux. MIT.

35Memory & Knowledge
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Memory Bank MCP With Remote SSH Support 🧠
Memory Bank MCP With Remote SSH Support 🧠
aakarsh-sasi

MCP Server with Remote SSH support

35Memory & Knowledge
M
Markdown Vault MCP
Markdown Vault MCP
pvliesdonk

Generic markdown vault MCP with hybrid search

35Memory & Knowledge
M
mcp-adr-analysis-server
mcp-adr-analysis-server
tosin2013

ADR drift detection, content safety, and decision memory for architectural decisions

35Developer Tools
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Paparats MCP: Self-Hosted Semantic Code Search
Paparats MCP: Self-Hosted Semantic Code Search
IBazylchuk

Self-hosted semantic code search MCP for Claude Code & Cursor. Multi-repo, AST-aware, stays local

34Developer Tools
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remem
remem
majiayu000

Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite

34Memory & Knowledge
O
Official Substack / Medium MCP Server
Official Substack / Medium MCP Server
jean-technologies

The tool connects to your Substack/Medium blogs via their RSS feeds, fetches your posts, and permanently caches them locally. It also generates embeddings for each post, enabling semantic search to find the most relevant essays based on your queries.

34Memory & Knowledge
E
enquire-mcp
enquire-mcp
oomkapwn

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

34Memory & Knowledge
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tokenmizer
tokenmizer
Shweta-Mishra-ai

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats

34Memory & Knowledge
R
Rust Docs MCP Server
Rust Docs MCP Server
laptou

No description yet

33Memory & Knowledge
S
SelfMemory
SelfMemory
SelfMemory

It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking

33Memory & Knowledge
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Graqle
Graqle
graqle.com

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

32Memory & Knowledge
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Graqle
Graqle
quantamixsol

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

32Memory & Knowledge
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genesys-memory
genesys-memory
Astrix-Labs

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools)

31Memory & Knowledge
S
Synaptic Code Intelligence
Synaptic Code Intelligence
ColinVaughn

Code intelligence for repository graphs, change impact, test selection, and engineering memory

31Developer Tools
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Cairn.ink Memory
Cairn.ink Memory
cairn.ink

Cross-session memory for AI agents with a Source Receipt for every memory, over MCP.

31Memory & Knowledge
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briefd
briefd
ismailperim

Git-backed team knowledge compiled into token-budgeted context bundles for coding agents

31Memory & Knowledge
D
Data Olympus
Data Olympus
knaisoma

Governance-grade knowledge-base format (OKF-compatible) plus CLI and single-writer MCP server

31Memory & Knowledge
L
Logseq API MCP Server
Logseq API MCP Server
gustavo-meilus

A MCP server that uses Logseq API to extract and interact with Logseq notes.

31Memory & Knowledge
M
MCP Neo4j Memory Server
MCP Neo4j Memory Server
sylweriusz

No description yet

31Memory & Knowledge
M
Memwyre
Memwyre
memwyreai

Universal persistent memory and knowledge retrieval layer for AI agents and LLMs

31Memory & Knowledge
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notion-mcp
notion-mcp
Badhansen

A simple Model Context Protocol MCP server that integrates with Notion's API to manage a personal todo list.

31Memory & Knowledge
301–360 of 3,028

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.