MCP Servers

F

Frinus

frinus-ai

MCP server that exposes 70 tools spanning cognitive memory, working memory, sessions, agents, the L0–L3 knowledge hierarchy, orchestration tasks, and training pipelines. The server speaks stdio and is consumed by Claude Desktop, Claude Code, OpenCodex, and any MCP-aware client.

F

fimemory

FutureAiIndustries

Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.

L

Lawang Onboard

gablooge

Permission-aware onboarding MCP server: answers about a codebase, filtered by the caller's role.

D

decision-intelligence-mcp

gabrielmahia

Public-domain military strategy and philosophy texts as MCP tools: Sun Tzu, Napoleon and more

M

mainstreet-mcp

gbrussich52

Free small-business facts and stateless workflow review kits: quotes, invoices and order handoffs

G

GemFireMCPServer

jomartin-999

GemFire MCP server for RAG on documents using Spring AI (ONNX) + VMware GemFire Vector DB.

G

Geniffy

Geniffy

Geniffy is the memory infrastructure for AI applications and agents

E

engineering-board

GhostlyGawd

Repository-owned engineering pattern intelligence - 19 MCP tools over stdio

M

MemoStem

girapphe

Your reviewed knowledge, across AI conversations

G

Giskard Memory

giskard09

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning

G

GitHub Knowledge Graph MCP Server

ItamarZand88

MCP server for GitHub Knowledge Graph exploration and analysis

G

GitHub Wiki MCP Server

Procrustes5

No description yet

G

GitWhy — The Context Layer for Git

gitwhy-cli

The shared AI context engine for git: save, search, and share the reasoning behind code changes

G

Glean MCP Server

rahul-roy-glean

MCP server for Glean Chat

G

go-mcps

kwakuoseikwakye

A Go package for building Model Context Protocol (MCP) servers that extract contextual memory from platforms like Slack and GitHub.

G

Goodnotes

Goodnotes

Turn AI insights into documents

G

Google Docs MCP Server

Meerkats-Ai

google-docs-mcp-server

U

Ultimate Google Docs Mcp Server

a-bonus

Google Docs MCP is an MCP server (primarily for use in Claude Desktop) that gains full access to your Google Docs and allows Claude to make direct edits and formatting. Use cases include writing notes, letters, resumes, creating tables, etc.

G

Grantai

solonai-com

Fast, sub millisecond, local on device long term memory for LLMs, coding tools and AI agents. Recall exact details from yesterday or five years ago. Install in 5 minutes

G

Graph Memory RAG MCP Server

lecharles

A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities

G

graphexpert2025

jhacksman

Comprehensive notes for Graph Databases and MCP Servers in order to have enough context from a LM to quickly get up to speed on Graph DB projects.

G

Graphiti

Joseperko1982

Customized Graphiti MCP server for brainstorming knowledge graphs with specialized entity types for ideas, themes, stakeholders, constraints, and creative collaboration

N

Notes Vault

gronare

Indexed search, schema-checked writes and session hooks for a markdown notes vault

A

a2apay

groundhogday2011-byte

Pay-per-call AI query and versioned task memory for agents. No account, no API key, via x402

GST Cranes Public Discovery MCP is a read-only public discovery server for GST Cranes, a worldwide B2B marketplace for used mobile and crawler cranes. It exposes public documentation, OpenAPI, marketplace, wanted-ad, and Crane Wiki / Atlas discovery resources for AI agents.

L

Lex

Guffawaffle

Episodic memory and architectural policy for AI agents. Frames, Atlas and Policy

G

Guidepoint

Guidepoint

Real-time access to trusted expert knowledge

P

Podwise

hardhackerlabs

Podcast knowledge for AI agents: search episodes, pull transcripts and ask questions.

A

Arkon Vault

Havix0101

Private projects, preflight, decisions, and handoffs that keep work continuous across AI tools

T

TinyZKP

logannye

A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.

H

Heuresis

ToremLabs

Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your AI assistant

H

Hindsight Mempalace

holetron

Self-hosted long-term memory for AI agents. An MCP server that gives agents persistent, hierarchical recall (L0–L3) over pgvector — retain preferences, decisions and observations, then recall them by topic across sessions. MIT, clone-and-run, requires Postgres + pgvector.

H

Hjarni

hjarni

Give your AI long-term memory. Hjarni is a note-taking app with a built-in MCP server. Claude and ChatGPT can search, read, create, and organize your notes. Markdown, folders, tags, and custom AI instructions per folder.

C

ChatAtlas Local

hnt504

Search and read your saved ChatGPT and Claude chats, kept on your own computer

H

HOA-mcp-server

bloobglob

MCP Server to retrieve relevant information from HOA documents

G

gather

hunta-ai

Attestable memory for AI agents: curated writes, verifiable tenant isolation, bi-temporal facts.

C

collective-memory

Hustada

MCP server for persistent, semantic memory across AI sessions

A

Aviation Accident Analysis MCP

hzy9981

Aviation accident report parsing and prompt generation service under the SHELL framework

M

Memory Cache Server

MCP-Mirror

Mirror of

I

IDA Pro MCP Documentation and Utilities

Sysc4lls

IDA documentation reader (sort-of) MCP server

M

memshelf-mcp

ignatenkofi

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time

P

Polypack Memory

imattau

MCP server exposing Polypack as persistent adaptive memory

C

Cross-Agent Memory

indamices

Local-first shared memory for AI coding agents: one searchable store, served over MCP. MIT.

I

Industrylens MCP

IndustryLensOp

IndustryLens is a competitive-intelligence platform that tracks pricing, positioning, ads, hiring, reviews and more across B2B SaaS markets. Its public MCP server lets any MCP-aware AI tool (Claude, Cursor, etc.) browse published intelligence reports and competitor comparisons

I

infino-ai

infino-ai

Keyword, semantic, hybrid and SQL retrieval for AI agents, local or on Infino Cloud

I

Inflectiv

inflectiv

Search, build and manage Inflectiv datasets and AI agents, plus ChainAware on-chain intelligence

O

ORANO MCP Server

infotik

Read-only MCP server exposing a user's ORANO library to their own AI agent

R

Rootr

inspirio-co

Connect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT

Text extraction, keyword extraction, language detection, and chunking for RAG

A

Atono

atono.io

Give your AI coding tools your team's product context: stories, bugs, epics, and glossary.

B

BIGHUB

bighub.io

Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes

B

br8n

br8n.io

Owned, portable working memory: a plain-files markdown brain any model can read and cite

C

Condens Remote MCP Server

condens.io

Remote MCP server for connecting to your Condens UX repository

D

DocDeploy

www.docdeploy.io

Document hosting and encrypted agent memory with multi-tenant persistence

G

gildara

gildara.io

Operating contracts for AI agents. Structured instructions compiled into system prompts

M

Mysocial

mysocial.io

Social media MCP server: your Instagram, TikTok, YouTube, LinkedIn and Threads history for your AI.

M

memoryoracle

tooloracle.io

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction

U

Umtri

umtri.io

Give your AI agent a persistent map of your project's structure, dependencies, and bugs.

G

GitBook MCP by usefulapi

usefulapi.io

Read spaces, collections, pages and content; search docs and manage GitBook organization spaces

K

KnowledgeOwl MCP by usefulapi

usefulapi.io

Read and write knowledge-base articles, categories, snippets, glossary, readers, and search data.