Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 3901 | Unranked | marten-docs-mcp-servermcp · search | Local MCP server for focused Marten documentation retrieval with caching, search, and progressive narrowing tools. | No signals yet | No one-command install · Source | |
| 3902 | Unranked | bankruptcy-observermcp · search | Access US business bankruptcy data including case search, EIN lookup, and docket entries. | No signals yet | No one-command install · Source | |
| 3903 | Unranked | mirror-memorymcp · search | Personal knowledge base with semantic search, auto-categorization, and metadata extraction. | No signals yet | No one-command install · Source | |
| 3904 | Unranked | kame6493-del-kabu-stock-marketmcp · search | Provides real-time stock quotes, search, and historical data for Japanese JPX/TSE, US, and crypto markets. | No signals yet | No one-command install · Source | |
| 3905 | Unranked | gh-q2a3z4w-moviepilotmcp · search | Manage subscriptions, downloads, and media search in MoviePilot. | No signals yet | No one-command install · Source | |
| 3906 | Unranked | moviepilot-mcp-adminmcp · search | Enables AI agents to control MoviePilot through the MCP protocol for managing subscriptions, downloads, media searches, and system status. | No signals yet | No one-command install · Source | |
| 3907 | Unranked | local-code-intel-mcpmcp · search | Provides code intelligence by indexing source code into SQLite and offering MCP tools for symbol search, flow tracing, and context retrieval to assist… | No signals yet | No one-command install · Source | |
| 3908 | Unranked | reidbryant-str-investment-analysismcp · search | Analyzes short-term rental investment opportunities with property search, return calculation, and cap rate tools. | No signals yet | No one-command install · Source | |
| 3909 | Unranked | repochatmcpmcp · search | A zero-dependency MCP server that enables searching and reading local Claude Code and Codex chat sessions, supporting full-text search, grep, and… | No signals yet | No one-command install · Source | |
| 3910 | Unranked | prompt-library-mcp-servermcp · search | Community-driven library of tested prompts for AI agents, enabling search, retrieval, sharing, and rating of prompts. | No signals yet | No one-command install · Source | |
| 3911 | Unranked | l4b4r4b4b4-sciencemcp · search | Enables research workflows with paper ingestion, semantic search, citation graph traversal, and knowledge synthesis. | No signals yet | No one-command install · Source | |
| 3912 | Unranked | mickae1-homeboxmcp · search | Enables interaction with Homebox home inventory management for searching items and listing storage locations. | No signals yet | No one-command install · Source | |
| 3913 | Unranked | josephtandle-apollomcp · search | Sales intelligence tools for prospect search, contact enrichment, and lead scoring. | No signals yet | No one-command install · Source | |
| 3914 | Unranked | hts-metatrader5-trading-mcpmcp · search | Enables Claude AI to perform forex trading operations and market data analysis through MetaTrader 5, including order placement, position management… | No signals yet | No one-command install · Source | |
| 3915 | Unranked | rip-ie-mcpmcp · search | Search and browse Irish death notices from RIP.ie with tools for searching death notices, getting full details, and listing counties. | No signals yet | No one-command install · Source | |
| 3916 | Unranked | deeploremcp · search | Self-hosted RAG-powered knowledge base that surfaces context from structured notes and transcripts, exposing each project as an MCP tool. | No signals yet | No one-command install · Source | |
| 3917 | Unranked | migas-mcpmcp · search | Enables AI assistants to query local Migas meeting transcripts, including searching, listing meetings, and retrieving speaker contributions, all… | No signals yet | No one-command install · Source | |
| 3918 | Unranked | spicyricecakes-nelly-elephantmcp · search | Search and resume past Claude Code conversations from your local session history. | No signals yet | No one-command install · Source | |
| 3919 | Unranked | kevindarstnbb-board-and-stablemcp · search | Search horse boarding facilities and trainers across 44 US states. | No signals yet | No one-command install · Source | |
| 3920 | Unranked | gh-10iii-airmcp · search | AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and command outputs. | No signals yet | No one-command install · Source | |
| 3921 | Unranked | trove-mcpmcp · search | Enables users to search and analyze academic papers from multiple sources, fetch metadata and full text, and build structured outputs like literature… | No signals yet | No one-command install · Source | |
| 3922 | Unranked | intunerosetta-mcpmcp · search | Translates raw OMA-URI/CSP path strings into structured, human-readable Intune policy metadata, and enables search and resolution of policy names to… | No signals yet | No one-command install · Source | |
| 3923 | Unranked | fsq-codebasemcp · search | Enables fast semantic code search using FSQ embeddings, with zero-config indexing and support for multiple programming languages via the Model Context… | No signals yet | No one-command install · Source | |
| 3924 | Unranked | mcp-jamamcp · search | Enables Claude to interact with JAMA Cloud (Jama Connect) for project management, including creating, updating, and searching items, managing test… | No signals yet | No one-command install · Source | |
| 3925 | Unranked | mcp-indian-stocksmcp · search | Enables real-time and historical Indian stock market data retrieval, including prices, news, recommendations, and top gainers/losers. | No signals yet | No one-command install · Source | |
| 3926 | Unranked | open-contextmcp · search | AI context management for codebases – enables Claude Code to read, search, and update project documentation via MCP. | No signals yet | No one-command install · Source | |
| 3927 | Unranked | local-file-readermcp · search | Enables safe reading, listing, and text searching of local files within a specified base directory. | No signals yet | No one-command install · Source | |
| 3928 | Unranked | big-technology-podcast-mcpmcp · search | Search and retrieve transcripts from 488 episodes of the Big Technology Podcast, enabling queries on tech topics and full episode access via Claude. | No signals yet | No one-command install · Source | |
| 3929 | Unranked | gitwhymcp · search | AI context engine for git that saves, searches, and shares the reasoning behind code changes. | No signals yet | No one-command install · Source | |
| 3930 | Unranked | eu-filingsmcp · search | Access European company data and financial filings from multiple sources including GLEIF, ESEF, UK Companies House, and curated index lists. Supports… | No signals yet | No one-command install · Source | |
| 3931 | Unranked | chaprola-mcp-servermcp · search | Provides AI agents with 40 tools for structured data storage, querying, web search, URL fetching, scheduled jobs, and execution through the Model… | No signals yet | No one-command install · Source | |
| 3932 | Unranked | job-lead-converter-mcpmcp · search | Transforms job postings into qualified sales leads by searching for active jobs, enriching company data, and identifying decision-maker contact… | No signals yet | No one-command install · Source | |
| 3933 | Unranked | rag-retrieval-mcpmcp · search | Enables retrieval-augmented generation by embedding queries with a chosen provider (e.g., OpenAI) and searching supported vector stores (Pinecone… | No signals yet | No one-command install · Source | |
| 3934 | Unranked | mcp-xiv-clientstructsmcp · search | An MCP server that indexes the FFXIVClientStructs C# library and exposes it as searchable tools for any MCP-compatible AI assistant, useful when… | No signals yet | No one-command install · Source | |
| 3935 | Unranked | gh-vortiago-teknamcp · search | Searches Tekna's event catalog and news articles with filters for region, topic, format, and audience, and retrieves member benefits. | No signals yet | No one-command install · Source | |
| 3936 | Unranked | mcp-teknamcp · search | Enables searching and retrieving Tekna events, news, and member benefits. | No signals yet | No one-command install · Source | |
| 3937 | Unranked | mcp-document-task-servermcp · search | Provides a document database with search, retrieval, and creation tools, and a task tracker with search and status filtering, enabling AI agents to… | No signals yet | No one-command install · Source | |
| 3938 | Unranked | confluence-mini-mcpmcp · search | Lightweight MCP server that crawls Confluence subtrees and serves cached Markdown, enabling search and retrieval of Confluence pages via MCP tools. | No signals yet | No one-command install · Source | |
| 3939 | Unranked | rag-legacymcp · search | Enables Claude Code to semantically search a legacy codebase using natural language queries, returning relevant code chunks via vector search. | No signals yet | No one-command install · Source | |
| 3940 | Unranked | kcofoni-pmwikimcp · search | Search and read PmWiki pages with text queries and group filtering | No signals yet | No one-command install · Source | |
| 3941 | Unranked | gh-ansh-bitontree-icd10-cm-medical-codingmcp · search | Provides ICD-10-CM medical coding tools with a RAG pipeline for clinical note analysis. | No signals yet | No one-command install · Source | |
| 3942 | Unranked | code-intelmcp · search | Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep… | No signals yet | No one-command install · Source | |
| 3943 | Unranked | visa-dispute-advisormcp · search | Helps merchants resolve credit card disputes by searching VISA guidelines and checking dispute history to generate structured recommendations. | No signals yet | No one-command install · Source | |
| 3944 | Unranked | infoclimat-mcpmcp · search | Enables querying French weather data from Infoclimat via MCP, including station search, observations, and precipitation summaries. | No signals yet | No one-command install · Source | |
| 3945 | Unranked | devids77-mcp-market-russiamcp · search | Searches Russian construction and real estate companies, house projects, and pricing across major cities. | No signals yet | No one-command install · Source | |
| 3946 | Unranked | mcp-knowledge-vizmcp · search | Enables storage and semantic search of facts, and interactive 3D visualization of embeddings via MCP tools. | No signals yet | No one-command install · Source | |
| 3947 | Unranked | legal-rag-toolkitmcp · search | Enables semantic search over Turkish legal contracts and emails via an MCP server integrated with Claude Desktop and Claude Code, providing tools for… | No signals yet | No one-command install · Source | |
| 3948 | Unranked | io-github-bhuvnsh-mcp-mapmyindiamcp · search | Enables geocoding, reverse geocoding, place search, nearby discovery, routing, and distance calculations using Mappls/MapMyIndia location data for… | No signals yet | No one-command install · Source | |
| 3949 | Unranked | content-research-mcpmcp · search | Combines Naver DataLab trends, blog/news search, translation, and Unsplash images into a single research pipeline for content creators. Generates… | No signals yet | No one-command install · Source | |
| 3950 | Unranked | pipecat-docs-mcpmcp · search | Enables searching Pipecat documentation and GitHub issues for grounded answers about APIs, configuration, code examples, and provider comparisons. | No signals yet | No one-command install · Source | |
| 3951 | Unranked | minecraft-document-mcpmcp · search | Enables AI assistants to search and retrieve content from the Chinese Minecraft Wiki, including article introductions, full content, and category… | No signals yet | No one-command install · Source | |
| 3952 | Unranked | lexsocket-tendersmcp · search | Access European public procurement tenders from TED and 18 national platforms with hybrid search, filtering by CPV codes, NUTS regions, buyer, and… | No signals yet | No one-command install · Source | |
| 3953 | Unranked | bhaveshsathawara-atolls-cashbackmcp · search | Search cashback offers from Atolls' network of merchants across fashion, electronics, travel, and retail categories. | No signals yet | No one-command install · Source | |
| 3954 | Unranked | second-brain-mcpmcp · search | Bridges a personal knowledge vault with AI for bidirectional knowledge retrieval and capture. | No signals yet | No one-command install · Source | |
| 3955 | Unranked | mcp-contextmcp · search | A plugin that intercepts large MCP tool outputs, indexes them into a local FTS5 knowledge base, and replaces them with summaries, enabling searchable… | No signals yet | No one-command install · Source | |
| 3956 | Unranked | excelmcpadvancedmcp · search | Fast, multi-sheet Excel retrieval and writing via MCP, supporting efficient data access with patch-based navigation and formula support. | No signals yet | No one-command install · Source | |
| 3957 | Unranked | soniqmcp · search | Integrates with SONIQ phone systems for calls, contacts, call memory search, user management, and number provisioning. | No signals yet | No one-command install · Source | |
| 3958 | Unranked | mega-mcp-servermcp · search | MCP server for MEGA encrypted cloud storage providing file management, uploads, downloads, sharing, folder sync, and search. | No signals yet | No one-command install · Source | |
| 3959 | Unranked | apolo-mcp-servermcp · search | RAG server using Qdrant vector database for knowledge retrieval and semantic search. | No signals yet | No one-command install · Source | |
| 3960 | Unranked | innocache-web-searchmcp · search | Searches the web and extracts page content using Electron browser rendering with Readability-based quality scoring. | No signals yet | No one-command install · Source | |
| 3961 | Unranked | hdu-ics-mcp-servermcp · search | Enables querying of Hangzhou Dianzi University course schedules, exams, and campus events by accessing the HDUHelp ICS calendar subscription. Supports… | No signals yet | No one-command install · Source | |
| 3962 | Unranked | winning-cv-mcpmcp · search | AI-powered job matching and CV generation tool that searches jobs on LinkedIn and Seek, analyzes CV fit, and generates tailored CVs. | No signals yet | No one-command install · Source | |
| 3963 | Unranked | mcp-apartmentsmcp · search | Enables AI agents to search, compare, and interact with Apartments.com rental listings, including scheduling tours and contacting property managers. | No signals yet | No one-command install · Source | |
| 3964 | Unranked | ynishi-newsapimcp · search | Searches news articles, retrieves top headlines, and lists sources from NewsAPI.org. | No signals yet | No one-command install · Source | |
| 3965 | Unranked | legal-document-rag-mcp-servermcp · search | Enables semantic and keyword search over legal documents, conflict detection, and document overview, supporting Indonesian and English texts. | No signals yet | No one-command install · Source | |
| 3966 | Unranked | zcag-npm-searchmcp · search | Searches npm packages and returns live registry data including versions, downloads, and comparisons. | No signals yet | No one-command install · Source | |
| 3967 | Unranked | constitutional-court-decision-mcpmcp · search | Enables searching and retrieving Korean Constitutional Court decisions using the official Open API, with search filters and full-text retrieval. | No signals yet | No one-command install · Source | |
| 3968 | Unranked | mcp-streamable-http-examplemcp · search | Demonstrates building an MCP server with Python, exposing tools like web search (Tavily) and basic utilities over streamable HTTP for AI assistants… | No signals yet | No one-command install · Source | |
| 3969 | Unranked | leaddeltamcp · search | Manage LinkedIn connections and CRM data with search, filtering, and contact retrieval. | No signals yet | No one-command install · Source | |
| 3970 | Unranked | ecl-mcpmcp · search | Provides AI agents with access to the European Commission's Component Library documentation and code examples, enabling full-text search and recipe… | No signals yet | No one-command install · Source | |
| 3971 | Unranked | ulu-voi-mcpmcp · search | Provides curated, meaningful information about Voi ecosystem protocols, applications, assets, and names, enabling identification and search through… | No signals yet | No one-command install · Source | |
| 3972 | Unranked | lore-db-mcp-servermcp · search | Provides tools for semantic search, CRUD, verification, and reindexing of documents in a local vector-based knowledge base, usable via HTTP or stdio. | No signals yet | No one-command install · Source | |
| 3973 | Unranked | unofficial-biorxiv-mcp-servermcp · search | Provides access to bioRxiv and medRxiv preprints via a unified tool with seven methods, including keyword search, metadata retrieval, and statistics. | No signals yet | No one-command install · Source | |
| 3974 | Unranked | mcp-taro-docsmcp · search | An MCP server that enables querying and fetching Taro official documentation pages via a two-step retrieval workflow using sitemap-based candidate… | No signals yet | No one-command install · Source | |
| 3975 | Unranked | ofershap-npm-searchmcp · search | Search npm packages, view details, compare packages, and check download statistics. | No signals yet | No one-command install · Source | |
| 3976 | Unranked | shackle-memorymcp · search | Persistent memory system for AI coding tools with knowledge graph storage and retrieval. | No signals yet | No one-command install · Source | |
| 3977 | Unranked | litcoin-mcpmcp · search | Enables querying the LitCoin knowledge graph for nodes, edges, and relationships, with support for semantic similarity search over nodes and edges via… | No signals yet | No one-command install · Source | |
| 3978 | Unranked | wagglemcp · search | Discover, search, invoke, and rate A2A protocol agents through Waggle's agent marketplace. | No signals yet | No one-command install · Source | |
| 3979 | Unranked | memoryiqmcp · search | Enables AI tools to access and contribute to shared semantic memory, supporting search, capture, and curation of knowledge across multiple brains via… | No signals yet | No one-command install · Source | |
| 3980 | Unranked | stompymcp · search | Persistent memory system with semantic search, conflict detection, and ticketing. | No signals yet | No one-command install · Source | |
| 3981 | Unranked | research-assistantmcp · search | Enables searching arXiv papers, extracting paper information, listing paper topics, and generating structured research prompts through MCP tools… | No signals yet | No one-command install · Source | |
| 3982 | Unranked | exa-websets-mcpmcp · search | Unified gateway to Exa, Websets, and Deep Search for code search, deep research, and structured citations via any MCP client. | No signals yet | No one-command install · Source | |
| 3983 | Unranked | unreal-source-mcpmcp · search | Indexes Unreal Engine source code into a local database, providing AI coding assistants with deep structural queries like class hierarchies, call… | No signals yet | No one-command install · Source | |
| 3984 | Unranked | ragoramcp · search | Search knowledge bases from any AI assistant using hybrid RAG retrieval. | No signals yet | No one-command install · Source | |
| 3985 | Unranked | alayamcp · search | Enables Claude Code to serve as the primary interface for a personal knowledge vault (zk or Obsidian), allowing full read, write, search, and… | No signals yet | No one-command install · Source | |
| 3986 | Unranked | gh-ahmaddioxide-image-resolvermcp · search | Context-aware royalty-free image search from Pexels and Unsplash stock photo libraries. | No signals yet | No one-command install · Source | |
| 3987 | Unranked | kg-memory-mcpmcp · search | An in-memory knowledge graph MCP server that gives coding agents structural and semantic recall over codebases by indexing Python source, ADR… | No signals yet | No one-command install · Source | |
| 3988 | Unranked | amoghreddy45-kiwiclawmcp · search | Search vetted OpenClaw skills and browse the ClawBoard forum. | No signals yet | No one-command install · Source | |
| 3989 | Unranked | jw-org-mcp-toolmcp · search | Provides controlled, verifiable access to jw.org content for AI applications, enabling search, article retrieval, and scripture lookup while… | No signals yet | No one-command install · Source | |
| 3990 | Unranked | my-obsidian-mcpmcp · search | Enables AI assistants to read, search, create, and modify Obsidian notes via the Model Context Protocol, supporting tasks like daily notes, backlinks… | No signals yet | No one-command install · Source | |
| 3991 | Unranked | bigjai-tokennukemcp · search | Code indexing with tree-sitter AST extraction, hybrid search, call graphs, and O(1) symbol retrieval. | No signals yet | No one-command install · Source | |
| 3992 | Unranked | bigjai-opendirectories-business-datamcp · search | Search 12M+ verified businesses across 10 countries via government registers with competitor analysis and market density tools. | No signals yet | No one-command install · Source | |
| 3993 | Unranked | oarx-docs-mcpmcp · search | MCP server for semantic search across the complete ObjectARX 2026 documentation set. Indexes 89,715 text chunks from 22 guides in ChromaDB with hybrid… | No signals yet | No one-command install · Source | |
| 3994 | Unranked | karp-word-graphmcp · search | Enables semantic search of the KJV Bible and personal knowledge graph for scripture study, notes, prayers, and memory verses, all running locally with… | No signals yet | No one-command install · Source | |
| 3995 | Unranked | qobuz-mcpmcp · search | Connects your Qobuz account to Claude for music search, playlist management, favorites browsing, and streaming URL retrieval through natural… | No signals yet | No one-command install · Source | |
| 3996 | Unranked | obsidian-vault-mcp-3mcp · search | Enables Claude to read, write, search, and manage an Obsidian vault with tools for notes, tags, folders, and full-text search. | No signals yet | No one-command install · Source | |
| 3997 | Unranked | peureka-agentlookupmcp · search | Search, discover, and register AI agents in the public registry at agentlookup.dev. | No signals yet | No one-command install · Source | |
| 3998 | Unranked | kendo-angular-unofficial-mcpmcp · search | Enables AI assistants to browse, search, and extract code examples from the public Kendo UI for Angular documentation, providing an accessible… | No signals yet | No one-command install · Source | |
| 3999 | Unranked | medplum-mcpmcp · search | Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP clients to read, search, and query FHIR resources from one or more… | No signals yet | No one-command install · Source | |
| 4000 | Unranked | angr-api-mcpmcp · search | MCP server for angr binary analysis API workflow retrieval. Extracts real API usage patterns from angr's source code and angr-doc examples, then… | No signals yet | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.