Ranking · Business Operations
Best AI agents & tools for Business Operations
3,326 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 |
|---|---|---|---|---|---|---|---|
| 1951 | AgentLoreMCP AI-verified knowledge base with trust scoring, temporal facts, and skill cards. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1952 | loomMCP Local-first personal knowledge base. Cited answers from your vault via vector + graph retrieval. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1953 | freshvaultMCP Local semantic search over your Obsidian vault - always fresh, never reindex. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1954 | coinvoyageMCP CoinVoyage MCP — create crypto PayOrders, webhooks, swaps across Bitcoin/Solana/EVM chains. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1955 | YouTube Video Summarizer (pay-per-call)MCP Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account. | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1956 | IA-QA — 130+ QA & Dev Tools for AI AgentsMCP 130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1957 | Canvas API MCPMCP MCP server exposing the Canvas LMS REST API (1,116 endpoints) for AI assistants | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1958 | mcpMCP Provision Postgres databases + webhooks from AI coding agents in one HTTP call. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1959 | mcp-file-processorMCP Text extraction, keyword extraction, language detection, and chunking for RAG | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1960 | memographMCP Graph-based memory system for LLMs with knowledge graphs and semantic search. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1961 | Axiom RelayMCP Free agent-service discovery, OpenAPI document checks, and receipt verification. No API key needed. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1962 | lociMCP Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1963 | second-brain-bridgeMCP Search and reason over your Obsidian-style Markdown vault, right from ChatGPT. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1964 | IMAGIN.studio API DocsMCP Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1965 | ragstackMCP Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1966 | marocain.investments — {GIN} real-estate intelligence (Morocco)MCP {GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real estate. Moat-safe. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1967 | RAGScoreMCP Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1968 | AniList MCP ServerMCP MCP server for the AniList GraphQL API — anime/manga search, details, and personal list management. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1969 | google-surf-mcpMCP Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1970 | velociragMCP Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1971 | mcp-tool-factoryMCP Generate MCP servers from natural language, OpenAPI specs, or database schemas. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1972 | strajkpolski-mcpMCP Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1973 | woody-mcpMCP Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1974 | gctrlMCP Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1975 | Repo-to-RAGMCP GitHub repository vectorizer and context synthesizer for RAG pipelines. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1976 | DocDigestMCP Corporate email and chat thread summarization parser. | 0.5 | 1 / 8 | Review contracts | REMOTELOCAL | DECLARED | 6d ago |
| 1977 | Execute aws-key-revoker-webhook-mcpMCP Premium agentic endpoint for aws-key-revoker-webhook-mcp. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1978 | Paper Distill MCPMCP Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1979 | stellavaultMCP Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1980 | graphqlMCP Turn any GraphQL API into MCP tools. Zero config, zero code. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1981 | openapiMCP Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1982 | toolmeshMCP Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Authz, audit, policies. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1983 | Html Vers MarkdownMCP HTML to clean Markdown for LLM and RAG pipelines: headings, lists, tables, links, code fences. Pr... | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1984 | hubmeshMCP Deterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1985 | Obsidian Semantic SearchMCP Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1986 | cortexMCP Local repo context for coding assistants with semantic search and graph relationships. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1987 | ShelfmarkMCP Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1988 | AiPayGen — 65+ AI Tools as an MCP ServerMCP 65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1989 | ArcadeOps Public DiscoveryMCP Read-only ArcadeOps discovery for developer docs, OAuth, OpenAPI and synthetic sandbox. | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1990 | mcp-blockchain-eventsMCP MCP server for subscribing to and managing on-chain event webhooks via Crypto APIs | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1991 | contextualMCP Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1992 | ariel-memoryMCP Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1993 | Kiwoom Securities MCP ServerMCP Read-only MCP server for the Kiwoom Securities REST API: market data, account inquiry, ISA tax tool | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1994 | openapi-lintMCP MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1995 | redm-mcpMCP RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1996 | github-twinMCP Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1997 | ls-searchMCP Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account. | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
| 1998 | regulatory-webhook-mcpMCP Regulatory Webhook MCP Server by MEOK AI Labs | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 1999 | webhook-ai-mcpMCP Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log webhook event, replay | 0.5 | 1 / 8 | Automate business workflows | REMOTELOCAL | DECLARED | 6d ago |
| 2000 | rag-knowledge-mcpMCP Rag Knowledge MCP Server by MEOK AI Labs | 0.5 | 1 / 8 | Onboard new employees | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.