mcpField

MCP Servers

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

Memory & Knowledge

M
MemoryGuard
irisxc4

Local-first governed MCP memory backend for coding agents

4Memory & Knowledge
C
Copilot Memory MCP
Copilot Memory MCP
LabForgeDev

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required

4Memory & Knowledge
L
LoreDocs
LoreDocs
labyrinth-analytics

Local-first knowledge vaults for project docs and specs. Tagged, versioned, full-text searchable

4Memory & Knowledge
D
Deadzone
Deadzone
laradji

Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry

4Developer Tools
L
Loomem
Loomem
vvooki-sys

Open-source context layer for LLM agents — a single Rust binary over MCP with local-first memory, hybrid retrieval, and bitemporal facts. No external database.

4Memory & Knowledge
L
Lore Context
Lore Context
Lore-Context

Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools

4Memory & Knowledge
D
domain-memory
domain-memory
mashware

Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.

4Memory & Knowledge
M
McpDocs
McpDocs
josiahdahl

Provide documentation about your Elixir project's functions and dependency functions to an LLM through an SSE MCP server

4Memory & Knowledge
C
Confluence MCP Server
Confluence MCP Server
tqiqbal

No description yet

4Memory & Knowledge
M
Memory Custom
Memory Custom
BRO3886

simple memory MCP server with custom memory location

4Memory & Knowledge
M
MCP Playbook Server
MCP Playbook Server
dwarvesf

A Model Context Protocol (MCP) server for managing project documentation and saving conversation logs within a user-specified target project directory

4Developer Tools
M
MCP Confluence 服务
MCP Confluence 服务
enjoyzl

No description yet

4Memory & Knowledge
M
mcp-server-emojikey
mcp-server-emojikey
identimoji

MCP Server for emojikey.io—save your unique relationship state and interaction style with your favorite LLM

4Memory & Knowledge
A
Akasha Mcp Server
Akasha Mcp Server
ocuil

Akasha — The Shared Cognitive Fabric for Intelligent Agent Systems (SDKs, Documentation & Agent Skills)

4Memory & Knowledge
S
Statewave
Statewave
smaramwbc

Statewave is an open-source state management and persistence layer for AI agents. The MCP server enables AI assistants to store, retrieve, and manage structured state across sessions, workflows, and external systems through standardized MCP tools.

4Memory & Knowledge
C
CRIC物业AI MCP Server
CRIC物业AI MCP Server
wuye-ai

CRIC Property AI MCP Server

4Business & Marketing
M
MCPKG - Model Context Protocol Knowledge Graph
MCPKG - Model Context Protocol Knowledge Graph
owulveryck

A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph

4Memory & Knowledge
M
memory-bank-loader-mcp
memory-bank-loader-mcp
abeyuya

MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when loading memory-bank, saving both time and money.

4Memory & Knowledge
M
MemoryGuard
MemoryGuard
MerakOsiris

Local-first governed MCP memory backend for coding agents

4Memory & Knowledge
K
korg-recall-mcp
korg-recall-mcp
New1Direction

Cross-vendor semantic memory: recall across Claude Code, Codex and Grok sessions by meaning

4Memory & Knowledge
L
lossless-context-mcp
lossless-context-mcp
NORTHTEKDevs

Agent context flight recorder: restore after compaction, fan-out packs, signed git-bound receipts

4Memory & Knowledge
N
Notion Private API MCP
Notion Private API MCP
kirvigen

Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Full read/write access to your entire Notion workspace — no integration token and no per-page sharing.

4Memory & Knowledge
N
Notion ReadOnly MCP Server
Notion ReadOnly MCP Server
Taewoong1378

No description yet

4Memory & Knowledge
O
Omi MCP Server
Omi MCP Server
fourcolors

MCP server for Omi

4Memory & Knowledge
R
Rust FAF
Rust FAF
faf.one

Persistent project context: Rust-native MCP server. IANA-registered .faf format

4Memory & Knowledge
P
Personal Context Technology MCP Server
Personal Context Technology MCP Server
mikhashev

Personal Context Technology for AI personalization MCP server

4Memory & Knowledge
W
Weasley DeepMind
Weasley DeepMind
potatohoney-p

Secure, fragment-based long-term memory for MCP-compatible AI agents

4Memory & Knowledge
M
memorykit
memorykit
rapozoantonio

Cognitive memory for AI coding assistants, persistent memory across sessions

4Memory & Knowledge
A
Aidemd
Aidemd
aidemd-mcp

Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture. 6 MCP tools, 8 slash commands, TUI wizard, multi-IDE support.

4Developer Tools
S
solana-docs-server MCP Server
solana-docs-server MCP Server
aldrin-labs

Solana docs

4Memory & Knowledge
C
Confluence MCP Server Example
Confluence MCP Server Example
BootcampToProd

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

4Memory & Knowledge
S
Supavec MCP Server
Supavec MCP Server
taishikato

No description yet

4Memory & Knowledge
O
On Board
On Board
swisspra

Cross-platform shared memory and ticket coordination for AI agents across MCP clients

4Memory & Knowledge
M
memkeeper
memkeeper
teflon07

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file

4Memory & Knowledge
M
memory-mcp-lite
memory-mcp-lite
thuupx

A lightweight, structured, token-efficient local-first MCP memory server

4Memory & Knowledge
T
tdai-memory-mcp
tdai-memory-mcp
tinhien11

Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec

4Memory & Knowledge
T
TokenKnows — distill AI coding sessions into weekly reports, ADRs and a knowledge graph
TokenKnows — distill AI coding sessions into weekly reports, ADRs and a knowledge graph
johnnywuj81

Distill AI coding sessions (Claude Code / Codex / Cursor) into weekly reports, ADRs, incident reviews and a knowledge graph — local-first, evidence-linked

4Memory & Knowledge
T
tilde
tilde
topskychen

Your AI agents' home directory: privacy-first MCP server for portable AI identity

4Memory & Knowledge
T
ThemeParks.wiki API MCP Server
ThemeParks.wiki API MCP Server
habuma

ThemeParks.wiki API MCP Server

4Memory & Knowledge
T
Tribal - Knowledge Service
Tribal - Knowledge Service
agentience

No description yet

4Memory & Knowledge
U
Unclick
Unclick
malamutemayhem

UnClick is the universal remote for AI: one MCP install that gives any compatible agent 450+ callable endpoints across 60+ integrations, plus persistent cross-session memory.

4AI & Agents
R
rust-faf-mcp
rust-faf-mcp
Wolfe-Jam

Persistent project context: Rust-native MCP server. IANA-registered .faf format

4Memory & Knowledge
C
chamber
chamber
abm9111

Checks a claim's numbers, names and file names against your indexed notes. Local; no model

3Memory & Knowledge
F
FastMCP server for surgical queries against a vault knowledge graph (NetworkX no
FastMCP server for surgical queries against a vault knowledge graph (NetworkX no
adelaidasofia

FastMCP server for surgical queries against a vault knowledge graph (NetworkX node-link JSON)…

3Memory & Knowledge
A
Agentled
Agentled
Agentled

Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits

3AI & Agents
A
AI
AI
Nasdanika

Things related to artificial intelligence built on top of Nasdanika capabilities

3AI & Agents
L
logic-server
logic-server
nocturnus.ai

Agent reasoning, memory, and token-optimized context for AI applications.

3AI & Agents
R
ReasonGraph Cloud memory
ReasonGraph Cloud memory
memory.primaxiom.ai

Graph memory for AI agents: entities, cause-effect links, cross-session recall, time travel

3Memory & Knowledge
A
AI_README MCP Server
AI_README MCP Server
Draco-Cheng

AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code

3Memory & Knowledge
K
kira
kira
aibenyclaude-coder

Skills and Scars for AI agents - your agent records its failures and never repeats them

3Memory & Knowledge
C
central-intelligence
central-intelligence
AlekseiMarchenko

Persistent memory for AI agents. Store, recall, and share knowledge across sessions

3Memory & Knowledge
S
specmate
specmate
Alele496

BSV coding knowledge engine for AI agents — pre-compile traps and post-compile diagnosis

3Developer Tools
T
Talamus
Talamus
ampres-ai

Local-first, source-grounded memory that survives AI agent sessions

3Memory & Knowledge
V
vibe-hnindex
vibe-hnindex
AndyAnh174

Index source code into a local knowledge base, search with keyword, semantic, and hybrid modes

3Developer Tools
A
Aether Cache
Aether Cache
anishchugh05

Shared local memory for AI coding tools that stays true to your code.

3Memory & Knowledge
M
Mnemolith
Mnemolith
anishchugh05

Shared local memory for AI coding tools that stays true to your code.

3Memory & Knowledge
A
atlas-mind
atlas-mind
anakior.app

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

3Memory & Knowledge
N
Nahuali
Nahuali
Arakiss

Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history

3Memory & Knowledge
V
Vlk MemAct
Vlk MemAct
aranajhonny

Stateful memory for AI agents. Temporal awareness, error loop detection, and preventive constraints

3Memory & Knowledge
M
Memory Kernel
Memory Kernel
Artem362

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud

3Memory & Knowledge
901–960 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.