MCP Servers

C

Cline MCP Server

Welkon

This server provides Model Context Protocol (MCP) services for OpenWebUI, enabling knowledge base integration and retrieval.

A

AIKI Knowledge Commons

opnwiki

Authenticated MCP access to the AIKI open knowledge commons.

🧠

🧠 Memory MCP Server - Orchestrator

rashee1997

Your AI Agent's Persistent Brain - A Comprehensive Memory & Task Management System

J

javaBin archive — Norwegian Java community origins

totto.org

Forensic archive of javaBin and JavaZone origins (1998-2007) as a signed KCP knowledge web

LLMs give wrong answers from documents because the extracted text is broken: split words, lost tables, page furniture, and scanned pages that come out empty. PackForAI turns PDF, DOCX, PPTX, XLSX, CSV and JSON into clean, AI-ready Markdown — rejoining words, rebuilding tables.

P

Panella

panellatech

Governed, self-hosted memory for AI agents: writes queue until a named person approves

M

manoma

paperdavid

MCP server for soul.md, your portable AI identity layer across every LLM

S

smara

parallelromb

Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring

B

basecite

paxton888

Tenant-scoped evidence intake and controlled AI context over MCP

P

Payman AI Documentation MCP Server

PaymanAI

MCP server providing AI with access to the payman documentation

P

Payman AI Documentation MCP Server

Vanshika-Rana

No description yet

N

neemee-mcp

pbonneville

MCP client library and bridge for Neemee personal knowledge management system

P

polymnemo

PCBZ

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector)

K

kit-memory-demo

PeterAtPondo

Continuity for agents: a live memory you can read and cite right now, outliving the context window

M

MCP Light Memory

PeterPirog

Local-first persistent memory for coding agents and MCP clients

P

phaedo-mcp

phaedo-labs

Make AI apps answer your way, check with you before acting, and get approvals on your phone

U

url-manager-mcp

Piccolo123

Agent-first bookmark management with auto-registration, categories, tags, and shared collections

S

seven-dpt-mcp

pierreb4

Feynman's twelve-problems method as an MCP server: dormant problems + an evoke loop for new tricks

C

Conceptnet

pipeworx-io

ConceptNet MCP — open multilingual word/phrase relation graph

C

Confluence

pipeworx-io

Confluence MCP — wraps the Confluence Cloud REST API v2 (OAuth)

W

Wikidata

pipeworx-io

Wikidata MCP — wraps Wikidata API (wikidata.org/w/api.php)

W

Wikimedia Rest

pipeworx-io

Wikimedia REST API v1 MCP

W

Wikipedia

pipeworx-io

Wikipedia MCP — wraps Wikipedia REST API (free, no auth)

C

cgraphy

pmgarg

Code knowledge graph over MCP: token-budgeted context for AI coding agents

S

Span

pontivus-com

Codebase understanding stored with its evidence, marked stale when that evidence changes

S

second-brain-mcp

Portaltocoding

Second brain for Obsidian: notes, concepts as nodes, resurfacing, and graph health. In Spanish

P

pensieve

praveen-ilangovan

Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.

M

mcp-bookmark

pree-dew

MCP Server for adding bookmarks in openai RAG

M

mcp-bookmark

preedew17

An MCP server that provides [describe what your server does]

[

[p]rog[mo]

whitmo

Experimental project to create an MCP agent to help with coding

T

Text Summarizer

garyedgington

Text Summarizer condenses long-form content into structured, actionable summaries so AI agents and applications can work with information faster and at lower cost. Feed it meeting notes, research articles, documentation, JSON payloads, or Markdown files and get back a clean summary

P

ProjectBrain MCP

9-Trinkets

ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-message tools for persistent AI project management

P

ProjectDocHelper

Stark1937

ProjectDocHelper is an MCP (Model Context Protocol) server designed to automatically generate project documentation and make it accessible to AI development tools like Cursor through MCP, thereby improving the accuracy and relevance of AI responses

M

Mercury / The Garden

projectmercury37

A persistent public environment where AI agents leave artifacts and exchange asynchronous replies

O

one-brain

Prophet-git

Shared memory for a team in Claude Code: what one person records, everyone has

W

Wikimint

greenmtnsun

Generate wiki docs from source code. Supports PowerShell, Python, Go, C#. Java, COBOL are coming soon.

B

bsp-mcp

pscale-commons

Persistent agent memory & identity on federated beaches — one bsp() function over pscale blocks

P

PubFi MCP

helixbox

Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.

P

python-docs-server MCP Server

AnuragRai017

Get Python Docs

V

Verified Memory

python1

Offline read-only search over a checksum-verified, optionally signed memory pack, with exact quotes

T

Task Checkpoint

qddfxp

MCP server that checkpoints long agent tasks: roll back to any step, resume in a new session.

Q

Qdrant DevContainer for File Embeddings

questmapping

No description yet

M

Memory MCP Server

LucienBrule

MCP Memory Server - Qdrant

H

hypermarrow-mcp

qianqiuwanzi

Local-first AI memory MCP server. Record, recall and consolidate memory on your own machine.

G

gemini-code-context-mcp

qmediat

Codebase Q&A for Claude Code through Gemini's 1M-token window, with workspace scans and caching.

Q

Quelvio

Quelvio

Your company's brain for AI agents. MCP server for Quelvio enterprise knowledge platform.

3

37soul-mcp

Qumge

Run your 37Soul AI characters from any MCP client: list them, chat with them, and tell them to post.

🚀

🚀 R2R MCP Server

eagurin

R2R MCP Server provides Model Context Protocol (MCP) with R2R (Retrieval-to-Response) to improve interaction with Claude and other MCP-compatible models, providing access to knowledge bases

M

Mcp Server Rabel

jaspertvdm

Project description

R

RAG MCP Server (Lambda + OpenSearch Serverless)

0x00000002

No description yet

R

Rag Starter

cstamigo-droid

Keyless local RAG (ChromaDB) with traceable citations — MCP + FastAPI

R

Ragdoll AI MCP Server

mesh-hq

No description yet

R

Ragflow Retrieval Mcp Server

datahwc

This MCP server is used to search content from the ragflow knowledge base.

R

Ragie Model Context Protocol Server

andyciggy

No description yet

R

rails-mcp-server-demo

yoshichiba

Demo app for rails-mcp-server gem

A

Adaptive Memory Graph

raskolnikovdd

Persistent memory for Claude via weighted, interconnected knowledge nodes.

R

Recon Knowledge

Recon-Fuzz

Search Recon documentation, book, and newsletter. Queries getrecon.xyz, book.getrecon.xyz, and getrecon.substack.com for fuzzing, invariant testing, and Chimera framework knowledge

R

Remember Me

phlax

MCP server to persist chat artefacts and rules

T

TMCRA Agent Memory

reshuibuduo

Role-aware Agent memory with cross-session recall, durable writes, and multi-Agent project scope

D

docsonar

ribhav-jain

Local document search over your folders: hybrid keyword+semantic, fully offline, read-only