MCP Servers

Discogs MCP Server

★ 114

Access the Discogs API for music cataloging, search, and other database operations.

RivalSearchMCP

★ 111

Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction, website traversal, and real-time data streaming.

ogham-mcp

★ 110

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring - 97.2% Recall@10 on LongMemEval

MCP Tool Kit

★ 109

A modular server for building AI agents with a unified interface for tools like file operations, web search, browser automation, and financial data.

cli-anything-zotero

★ 102

CLI & MCP server for Zotero 7/8 — 52 tools to let AI manage your research library locally. Search, import, export, PDF, notes, and more.

Needle

★ 99

Production-ready RAG out of the box to search and retrieve data from your own documents.

OpenAI WebSearch

★ 89

Provides web search functionality for AI assistants using the OpenAI API, enabling access to up-to-date information.

Academia MCP

★ 89

Search for scientific publications across ArXiv, ACL Anthology, HuggingFace Datasets, and Semantic Scholar.

Yandex Tracker

★ 85

Interact with Yandex Tracker APIs for issue management and search.

Obsidian Hybrid Search

★ 84

Local-first MCP server for searching private Obsidian vaults with hybrid full-text, fuzzy, semantic, and wikilink graph retrieval.

DuckDuckGo Search

★ 83

Provides web search functionality using the DuckDuckGo Search API.

CodeAlive MCP

★ 82

Provides semantic code search and codebase interaction features via the CodeAlive API.

ClinicalTrials.gov

★ 81

Search and retrieve clinical trial data from the official ClinicalTrials.gov API.

MCP Gemini Google Search

★ 81

Performs Google searches using Gemini's built-in Grounding with Google Search feature.

EHR Tools with MCP and FHIR

★ 81

Search and query patient Electronic Health Record (EHR) data using SMART on FHIR.

MCP Open Library

★ 80

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.

LanceDB

★ 79

Interact with on-disk documents using agentic RAG and hybrid search via LanceDB.

Amazon Shopping with Claude

★ 79

An MCP server for searching and buying products on Amazon.

Search MCP Server

★ 78

A versatile search server supporting multiple search engines, including Brave, Metaso, and Bocha.

iMessage Query

★ 78

An MCP server for querying your iMessage database on macOS, allowing LLMs to safely access and search conversations.

Bing Search

★ 77

Perform web, news, and image searches using the Microsoft Bing Search API.

Sverklo

★ 76

Local-first code intelligence MCP server. Hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state. 20 tools, MIT licensed.

BrainCTL

★ 76

Persistent memory for AI agents. Single SQLite file, 192 MCP tools. FTS5 search, knowledge graph, session handoffs, write gate. No server, no API keys, no LLM calls.

Naver Search

★ 75

Search across various Naver services and analyze data trends using the Naver Search and DataLab APIs.

TMDB MCP Server

★ 75

Access movie information, search, and recommendations from The Movie Database (TMDB) API.

Semantic Scholar

★ 74

Search for academic papers, authors, and citations using the Semantic Scholar API.

PDF Tools

★ 74

A server for manipulating PDF files, including merging, page extraction, and searching.

Tavily Search

★ 72

AI-powered web search using the Tavily Search API.

Atlassian Jira

★ 72

Integrates AI with Atlassian Jira to manage projects, search for issues, and view development information like commits and pull requests.

MCP Ripgrep Server

★ 71

Provides local file search capabilities using the ripgrep (rg) command-line tool.