Ranking · Business Operations
Best AI agents & tools for Business Operations
3,316 tools cover at least one of the 8 business operations tasks, ranked by coverage score: how much of the theme's tasks each one covers.
Tasks in this theme:Analyze real estateAutomate business workflowsManage an online storeManage procurementOnboard new employeesRecruit developersReview contractsScreen job applicants
| # | Tool | Coverage score | Tasks covered | Best at | Access | Trust | Seen |
|---|---|---|---|---|---|---|---|
| 1651 | hebbian-vaultMCP Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1652 | enquire-mcpMCP Long-term memory for AI agents — your Obsidian vault as searchable persistent memory. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1653 | nyuchi-docsMCP Search, read, and ask the Nyuchi docs (docs.nyuchi.com); send feedback or raise issues. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1654 | oasdiffMCP Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1655 | Local FAISS MCP ServerMCP Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1656 | Novyx MCPMCP Persistent memory for AI agents with rollback, audit trails, and semantic search. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1657 | EndzoneAPIMCP Pro football play-by-play, stats, injuries, and odds. REST API and MCP server. Free to start. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1658 | PuckAPIMCP The hockey data API. Stats, odds, and everything between. REST API and MCP server. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1659 | mcp-quipuMCP Quipu API integration with 18 MCP tools for invoices, expenses, contacts and Spanish VAT reporting | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1660 | DistilleryMCP Knowledge base for Claude Code with semantic search, feed intelligence, and teams | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1661 | tend-mcpMCP Unofficial MCP server for Tend Dental appointment booking. Not affiliated with Tend. | 0.5 | 1 / 8 | Screen job applicants | REMOTELOCAL | DECLARED | 6d ago |
| 1662 | CoderSwap MCP ServerMCP Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1663 | golden-dataset-mcpMCP Version-controlled golden datasets and RAG evaluation, no API key needed. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1664 | irantiMCP Persistent, shared memory for AI agents — facts, checkpoints, semantic search. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1665 | better-notion-mcpMCP Markdown-first MCP server for Notion API with 8 composite tools and 39 actions. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1666 | Nalegalu MCPMCP Semantic search over Polish law and case law, citing the exact in-force article. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1667 | smart-connections-mcpMCP Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1668 | casemgr-mcpMCP Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1669 | LayerbridgeMCP Read, edit and export the Figma file open in a local plugin. No REST API, no rate limits. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1670 | Keycloak AdminMCP Administer Keycloak via its Admin REST API: users, roles, clients, groups, IdP, events. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1671 | rippr-mcpMCP Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1672 | mcp-graphql-bridgeMCP Bridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1673 | allure-testops-mcpMCP Allure TestOps MCP — projects, launches, test cases, test results via REST API. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1674 | wikipedia-mcpMCP Search Wikipedia, fetch article summaries, and get random articles from the Wikimedia REST API.... | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1675 | release-notes-forge-mcpMCP Summarize local Git release shape without returning commit messages, paths, hashes, or remotes. | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1676 | runtime-support-mcpMCP Summarize runtime declarations across local manifests and CI files without returning versions,... | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1677 | postman-echo-mcpMCP HTTP request echo from Postman Echo. No key required. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1678 | kanye-mcpMCP Kanye West quotes from the Kanye Rest API. No key required. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1679 | license-boundary-mcpMCP Summarize local license evidence and uncertainty without returning package names, license text,... | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1680 | mitre-attack-mcpMCP Search the MITRE ATT&CK enterprise knowledge base for adversary techniques and tactics. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1681 | incident-timeline-mcpMCP Summarize local log timeline gaps and severity counts without returning messages, IDs, paths, or... | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1682 | build-cache-mcpMCP Summarize local build and cache footprint using size and age buckets without returning paths or... | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1683 | dependency-drift-mcpMCP Summarize local dependency manifest and lockfile drift without returning package names,... | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1684 | RagoraMCP Search your knowledge bases from any AI assistant using hybrid RAG. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1685 | anilist-mcpMCP AniList anime and manga search over GraphQL. No key required. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1686 | Hive VaultMCP On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1687 | mockzilla-mcpMCP Mock OpenAPI specs locally, or log in to deploy hosted mocks on mockzilla.org from your MCP client. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1688 | easy-notionMCP Markdown-first Notion MCP server. ~6-7x fewer response tokens vs official Notion MCP. 43 tools. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1689 | datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent MemoryMCP PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1690 | Microtoll EngineMCP Microtoll Engine in your coding tool: docs search and a scaffold for end-to-end-encrypted apps. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1691 | ElevenLabs AgentsMCP ElevenLabs Conversational AI: agents, calls, conversations, and knowledge base for MCP hosts | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1692 | mcp-serverMCP Scan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1693 | hot-memory-mcpMCP Two-tier memory: hot cache (0ms) + semantic search. Self-organizing. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1694 | VOC Amazon ReviewsMCP Amazon review intelligence via Shulex OpenAPI. 10 marketplaces, verified-purchase & Vine signals. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1695 | ChromaDB Remote MCP ServerMCP Remote ChromaDB vector database MCP server with streamable HTTP transport | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1696 | openapi-navigatorMCP Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1697 | MeetStreamMCP Meeting bots for Zoom, Google Meet and Teams: record, transcribe, summarize, run voice agents. | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1698 | BibleMCP Study the Bible in its original Hebrew and Greek — semantic search, word studies, cross-references, | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1699 | StripeMCP Payments and billing on Stripe with the full official REST API (api.stripe.com), covers the entire d | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1700 | Projuris ADVMCP Wrapper for the official Projuris ADV REST API (legal practice management): cases, people (clients/p | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.