MCP Servers 2,539

Flexible Graphrag

io.github.stevereiner/flexible-graphrag

B◆ advisory

Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs.

Dash Server

io.github.Kapeli/dash-mcp-server

B✓Verified

MCP server for Dash, the macOS API documentation browser.

Claude Patent Creator

io.github.robthepcguy/claude-patent-creator

B◆ advisory

USPTO patent creation system with MCP server + Claude Code plugin.

Search company disclosures and financial statements from the Korean market.

Samyama Graph

io.github.samyama-ai/samyama-graph

B◆ advisory

Graph-vector database that queried 1 billion edges for $2.50.

Link

io.github.gowtham0992/link

A✓Verified

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

Scrapeless Server

io.github.scrapeless-ai/scrapeless-mcp-server

A✓Verified◆ advisory

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

SerpApi

io.github.serpapi/serpapi-mcp

A✓Verified

Official SerpApi MCP server for Google, Bing, and other search engines.

Shodan

io.github.w0h1v/shodan

A✓Verified

MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.

Zotero MCP

io.github.kujenga/zotero-mcp

B✓Verified

Search your Zotero library, retrieve item metadata, and read full text from AI assistants.

Outline MCP Server

io.github.Vortiago/mcp-outline

B✓Verified

Connect AI assistants to Outline for document search, reading, and management

Akb

io.github.dnotitia/akb

B✓Verified

Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.

ContextX

io.github.kayanoliam/contextx

B◆ advisory

A free remote MCP server offering normal (Grok 4.3) and deep (Grok 4.20 Multi-Agent) search.

Mnemo Cortex

io.github.guymanndude/mnemo-cortex

B◆ advisory

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync.

Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.

Pubmed Server

io.github.cyanheads/pubmed-mcp-server

A✓Verified

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

Local Rag

io.github.nkapila6/mcp-local-rag

B◆ advisory

"primitive" RAG-like web search model context protocol (MCP) server that runs locally.

CCRider

io.github.neilberkman/ccrider

A✓Verified

Full-text search, browse, and resume across your coding agent sessions (Claude Code, Codex, Amp)

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

HIG Doctor

io.github.raintree-technology/hig-doctor

A✓Verified

Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.

Apple Notes

io.github.sweetrb/apple-notes-mcp

B◆ advisory

MCP server for Apple Notes - create, search, update, and manage notes via Claude and other AI assistants

Repo Context

io.github.nduc99911/repo-context-mcp

B◆ advisory

MCP server: repo map, code search, and token-aware context packs for AI coding agents

doc-scraper

io.github.Sriram-PR/doc-scraper

A✓Verified

Crawl documentation sites into local corpora agents can search, read, and diff fully offline.

Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.