mcpField

MCP Servers

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

Memory & Knowledge

L
Lycatra
Lycatra
lycatra.com

Connect agents to Lycatra knowledge, memory, collaboration, schedules, notifications, and teams

0Productivity
I
investbrain
investbrain
mangofolio.com

Investment discipline MCP server with RAG, behavior detection, journaling, and market data

0Finance
R
Roamer MCP
Roamer MCP
mathismeadows.com

Hosted MCP server and Agent Skills for specs, engineering threads, and project memory.

0Memory & Knowledge
D
Dewey
Dewey
meetdewey.com

Agentic search over your Dewey document collections from any MCP-compatible client

0Search
M
memfleet
memfleet
memfleet.com

Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control

0Memory & Knowledge
M
memsprout
memsprout
memsprout.com

Shared AI-context layer for teams: persistent memory your agents search and update over MCP

0Memory & Knowledge
O
okfindex
okfindex
okfindex.com

Search Open Knowledge Format (OKF) bundles, read a bundle card and submit your own with IndexNow

0Search
O
OntoRamp Graph Query
OntoRamp Graph Query
ontoramp.com

Architecture-grounded query for AI agents. Governance constraints, evidence-linked answers

0Memory & Knowledge
O
OntoRamp Knowledge Cartographer
OntoRamp Knowledge Cartographer
ontoramp.com

Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP

0Memory & Knowledge
O
opensolr-mcp
opensolr-mcp
opensolr.com

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

0Search
A
Agent Commons
Agent Commons
plateop.com

Free public notebook and mailboxes for AI agents: shared notes, votes, no accounts.

0Memory & Knowledge
Q
Quberi
Quberi
quberi.com

Search, browse, and save notes into your Quberi knowledge base. Signs in with your Quberi account.

0Memory & Knowledge
S
Schelling Add Forward
Schelling Add Forward
schellingaf.com

Multi-agent coordination for AI agents: shared spaces, tasks, search, mailbox, and persistent state

0AI & Agents
V
vault-knowledge
vault-knowledge
seanwinslow.com

Read-only MCP over a vault's typed knowledge graph: concept search, contradictions, article fetch.

0Memory & Knowledge
A
a4sx sessions
a4sx sessions
session-exchange.com

Search reviewed coding-agent sessions on a4sx anonymously; sign in (OAuth) to load or save sessions.

0Memory & Knowledge
S
Shipshape Data docs
Shipshape Data docs
shipshapedata.com

Docs Q&A: search 169 data and AI guides, fetch any page as markdown. Read-only, keyless

0Memory & Knowledge
D
draco
draco
draco.thetempleofdoom.com

Coding and security oracle grounded in 1855 real books. Cited answers via MCP.

0Developer Tools
T
Tugra
Tugra
tugra-ai.com

Provenance-aware memory format for AI agents: every claim carries its source, age and boundary

0Memory & Knowledge
V
vibsync
vibsync
vibsync.com

One shared brain for your AI coding agents: team memory, agent Q&A, tasks and file claims.

0Memory & Knowledge
W
Wuniq KE (Knowledge Engine)
Wuniq KE (Knowledge Engine)
wuniq.com

The structured memory layer your AI is missing. Requires the free Wuniq desktop app

0Memory & Knowledge
X
xNotepad AI
xNotepad AI
xnotepadai.com

Create, search, and update notes in an xNotepad AI notebook, with semantic search and AI Q&A

0Memory & Knowledge
Z
ZelesIA
ZelesIA
zelesia.com

Turn the LinkedIn posts you save into a knowledge base your assistant can search and cite

0Memory & Knowledge
B
behavr-mcp
behavr-mcp
confuse57

MCP server for BEHAVR: remember images/videos and ask questions about them

0Memory & Knowledge
K
Knot
Knot
ConnectKnot

Shared memory across ChatGPT, Claude, Cursor, and Gemini. OAuth 2.1 context & supersession.

0Memory & Knowledge
C
Context Autopilot
Context Autopilot
ChiragBachani

Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules

0Memory & Knowledge
C
Context Capsule
Context Capsule
Johnny-Z13

Portable context for agent workflows — structured handoff packets for AI agents.

0AI & Agents
C
Context Optimizer MCP
Context Optimizer MCP
degenhero

An MCP server that uses Redis and in-memory caching to optimize and extend context windows for large chat histories

0AI & Agents
C
contextq-mcp
contextq-mcp
contextq

Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.

0Memory & Knowledge
G
gft-mcp
gft-mcp
CoralLips

Bring your GFT (Git for Thought) white-box thinking map to any AI agent. Bring your thinking context to any agent

0Memory & Knowledge
C
Coredence
Coredence
coredence

Query a measured identity: its rules, the evidence behind each one, and the topics they belong to.

0Memory & Knowledge
C
Craft
Craft
Craft

Notes & second brain.

0Memory & Knowledge
K
katra
katra
craigjmidwinter

A committed markdown dev log and task graph that agents read and write over MCP

0Developer Tools
M
MCP Mediawiki
MCP Mediawiki
crunchtools

Secure MCP server for MediaWiki wikis: search, pages, categories, and more

0Memory & Knowledge
C
Crush The Memory
Crush The Memory
glamcor

Access your CRUSH voice notes, transcripts, and audio recordings from AI assistants.

0Memory & Knowledge
M
memory-search-mcp
memory-search-mcp
CSOAI-ORG

Memory Search MCP Server by MEOK AI Labs

0Memory & Knowledge
N
note-taking-ai-mcp
note-taking-ai-mcp
CSOAI-ORG

Note Taking Ai MCP Server by MEOK AI Labs

0Productivity
R
rag-knowledge-graph-mcp
rag-knowledge-graph-mcp
CSOAI-ORG

Rag Knowledge Graph MCP Server by MEOK AI Labs

0Memory & Knowledge
R
rag-knowledge-mcp
rag-knowledge-mcp
CSOAI-ORG

Rag Knowledge MCP Server by MEOK AI Labs

0Memory & Knowledge
V
vector-knowledge-graph-mcp
vector-knowledge-graph-mcp
CSOAI-ORG

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

0Memory & Knowledge
C
Ctxnest
Ctxnest
safiyu

Local Brain/Hands/Eyes loop for AI coding agents. Persistent markdown knowledge vault with FTS5 search, sandboxed command execution via project-defined tools, and a feedback journal that compounds every session. 46 MCP tools. 100% local, 0% egress.

0Memory & Knowledge
🧠
🧠 Custom MCP Server for AI-Powered Sticky Notes
🧠 Custom MCP Server for AI-Powered Sticky Notes
kishorekrrish3

A lightweight server built with FastMCP + uv, enabling natural language commands to manage notes, reminders and productivity within Claude Desktop

0Memory & Knowledge
M
mcp-external-memory
mcp-external-memory
daedalus

An MCP server that gives LLMs persistent, searchable semantic memory

0Memory & Knowledge
K
keephaven-mcp
keephaven-mcp
dafarusd

Agent memory on your own Keephaven home server: files, append-only journal, search.

0Memory & Knowledge
P
Project Memory
Project Memory
Dankaro-projects

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer

0Memory & Knowledge
S
Shelfmark
Shelfmark
Dankaro-projects

Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG

0Search
O
Obsidian CLI MCP
Obsidian CLI MCP
dariuscorvus

Local MCP server for Obsidian Desktop via the official Obsidian CLI

0Productivity
E
elesync
elesync
darknodebros

Private local-first AI workspace for shared context, knowledge, tasks, and memories

0Memory & Knowledge
S
Sitalk
Sitalk
David-glitc

Find people with real experience. Bring their approved workflows and decisions into your agent

0Memory & Knowledge
O
otp-mcp-server
otp-mcp-server
david-steel

Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publishers, and patterns

0Business & Marketing
D
Datanotes
Datanotes
davidefornelli

The engine of your second brain: Markdown notes as database tables, for you and your agents

0Databases
D
Delx MCP Server
Delx MCP Server
davidmosiah

Free stdio bridge to Delx Protocol: resume after compaction, warm handoff, recover. No API key

0Memory & Knowledge
D
Dayze
Dayze
gohluke

Pay-per-call people + life-in-days knowledge API for AI agents (x402 on Base)

0Memory & Knowledge
D
Deadends Dev
Deadends Dev
dbwls99706

Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and error transition graphs.

0Memory & Knowledge
D
deadends.dev
deadends.dev
dbwls99706

Structured failure knowledge infrastructure for AI agents — dead ends, workarounds, and error transition graphs.

0Developer Tools
D
Dejaview Mcp
Dejaview Mcp
JakeC77

DejaView is a persistent knowledge graph memory layer for AI agents. It gives every MCP-compatible AI host shared, queryable memory of people, projects, decisions, and relationships — stored in a graph that grows smarter over time

0Memory & Knowledge
D
deno-cosense-mcp-server
deno-cosense-mcp-server
champierre

No description yet

0Memory & Knowledge
A
Agent Reliability
Agent Reliability
agentreliability.dev

Testing, benchmarking and auditing autonomous AI agents: methods, harnesses, evidence

0Developer Tools
A
agenttool
agenttool
agenttool.dev

Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenants, jokes

0AI & Agents
A
Artfct
Artfct
artfct.dev

Shared workspace for AI artifacts: your agents publish, search and cite each other's work

0Files & Storage
C
cluster-mcp
cluster-mcp
clusteragent.dev

Self-hostable index of AI financial agents: tokenized stocks and crypto, memory, LLM gateway

0Finance
1741–1800 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.