Index · Tools
Tools for AI agents
15,172 tools that AI agents plug into (MCP servers), from the Official MCP Registry, refreshed every 15 minutes. Facts are declared by publishers unless marked observed.
| Server | Version | Access | Packages | First seen | Last seen |
|---|---|---|---|---|---|
| Askell io.github.neschadin/askell-mcp MCP server for the Askell payment and subscription API (Bun + stdio) | 0.4.23 | REMOTELOCAL | npm | 15d ago | 16h ago |
| StratEvo io.github.neuzhou/stratevo Quantitative trading: quotes, backtesting, screening, and genetic algorithm strategy evolution. | 6.0.3 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| Agent Droid Bridge io.github.neverlow512/agent-droid-bridge MCP server giving AI agents eyes and hands inside Android devices via ADB | 0.6.1 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| korg-ledger io.github.new1direction/korg-ledger Verifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs. | 0.6.3 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| korg-introspect-mcp io.github.new1direction/korg-introspect-mcp Wrap any korg:introspect@v1-aware binary as a Claude Code tool, honoring declared side-effects. | 0.1.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| vector-memory io.github.neerajg03/vector-memory Semantic document memory using Redis vector store. Save and recall files with natural language. | 0.4.4 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| devops-mcp io.github.neetpatel/devops-mcp An MCP server that provides DevOps and DevSecOps context for the project | 0.1.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| graphlens-mcp io.github.neko1313/graphlens-mcp Semantic code graph MCP server for coding agents | 0.4.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| engedi io.github.neji402/engedi 93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via USDC x402. | 1.2.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| locus io.github.edkarlsson/locus Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools. | 0.9.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| pdfmux io.github.nameetp/pdfmux PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops. | 1.8.7 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| WhatsApp Chat Reader (Unofficial) io.github.nabheetcloud/wa-chat-reader Unofficial read-only MCP server for your local WhatsApp chat history (stays on your machine). | 0.1.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| nan-forget io.github.nanmesh/nan-forget AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools. | 0.6.8 | REMOTELOCAL | npm | 15d ago | 16h ago |
| Sentor io.github.nikx-tech/sentor-mcp Score sentiment toward specific entities in text. Cluster documents and name topics. | 1.0.5 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| NVIDIA Elements io.github.nvidia/elements NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles. | 2.2.9 | REMOTELOCAL | npm | 15d ago | 16h ago |
| ohm-mcp io.github.murugarajr/ohm-mcp AST-based Python refactoring MCP server with safe automated refactorings and rollback | 1.0.1 | REMOTELOCAL | npm, pypi | 15d ago | 16h ago |
| mhlabs_mcp_tools io.github.musaddiquehussainlabs/mhlabs_mcp_tools An MCP server that provides text preprocessing, NLP components, and document analysis | 3.0.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| streamparse io.github.mukundakatta/streamparse Parse partial / truncated / messy JSON for LLM tool calls and structured outputs. | 1.0.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| shellquote-mcp io.github.mukundakatta/shellquote-mcp Safe shell argument escaping for bash, cmd.exe, and PowerShell. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| aurora-agent io.github.murariambati/aurora-agent FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools. | 0.1.4 | REMOTELOCAL | mcpb, npm | 15d ago | 16h ago |
| ragdrift-mcp io.github.mukundakatta/ragdrift-mcp Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions. | 0.1.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| json5-mcp io.github.mukundakatta/json5-mcp Parse JSON5 (comments, trailing commas, unquoted keys) and emit strict JSON. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| jmespath-mcp io.github.mukundakatta/jmespath-mcp Run JMESPath queries against JSON. Pure JS, no native binary needed. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| Montycat MCP - Shared Memory for AI Agents io.github.montygovernance/montycat-mcp Shared, persistent memory for AI agents, with semantic recall and live updates. | 1.1.6 | REMOTELOCAL | oci, pypi | 15d ago | 16h ago |
| diff-mcp io.github.mukundakatta/diff-mcp Character-precise unified diff + patch application + patch parsing. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| NinFenz Content Gate io.github.monyeah777/ninfenz Content contract layer: read-only retrieval over protocol, modules, pipelines, assets, library. | 1.0.1 | REMOTELOCAL | npm | 4d ago | 16h ago |
| agentsnap io.github.mukundakatta/agentsnap Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| Google E-commerce (GA4, Search Console, Merchant Center) io.github.mooneyes/google-ecommerce-mcp Read-only GA4, Search Console, Merchant Center, Tag Manager, Indexing and PageSpeed for shops. | 0.3.1 | REMOTELOCAL | pypi | 8d ago | 16h ago |
| agentguard io.github.mukundakatta/agentguard Network-egress firewall for agent tools: check URLs against a declarative policy. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| SIMA MCP Server io.github.mustafashehab/sima-mcp-server Read-only MCP server for SIMA Solana AI agent protection discovery. No API keys required. | 0.1.6 | REMOTELOCAL | npm | 15d ago | 16h ago |
| agentcast io.github.mukundakatta/agentcast Structured-output enforcer: extract and validate JSON from messy LLM text. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| Conducted MCP io.github.mostov82/conducted-mcp Stateless advisor + validator for Conducted Development: kickoff, artifact validation, rule checks. | 0.1.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| Octocode io.github.muvon/octocode AI-powered code indexer with semantic search and knowledge graphs | 0.26.7 | REMOTELOCAL | mcpb, npm | 15d ago | 16h ago |
| macrofactor-mcp io.github.nasseralbusaidi/macrofactor-mcp Fueling & recovery decision engine combining MacroFactor nutrition with Garmin training data | 0.1.1 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| gsc-indexer-mcp io.github.mrshahidali420/gsc-indexer-mcp Search Console for agents: index status, unindexed-URL discovery, Request Indexing, sitemaps. | 0.1.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| atlassian-dc-mcp-bitbucket io.github.mrrefactoring/atlassian-dc-mcp-bitbucket MCP server for Atlassian Bitbucket Data Center - interact with repositories and code | 0.6.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| markdown-notes-mcp io.github.narashiman-k/markdown-notes-mcp Convert PDF, Word, Excel, PowerPoint, EPUB and images to Markdown locally, with no upload. | 0.1.4 | REMOTELOCAL | npm | 15d ago | 16h ago |
| OCL Context Layer io.github.nantiai/ocl-standard Reference MCP server for OCL, an open standard giving AI agents scoped business meaning for Odoo. | 0.1.0-alpha.1 | REMOTELOCAL | oci | 15d ago | 16h ago |
| figma-vault io.github.nbhey/figma-vault Figma designs pulled once into a local vault; AI agents read them offline with no rate limits | 0.1.5 | REMOTELOCAL | npm | 15d ago | 16h ago |
| molecare-mcp io.github.molecare/molecare-mcp Educational dermatology knowledge and mole tracking. No credentials needed. Not a medical device. | 1.2.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| stockmatrix-mcp io.github.monglong0214/stockmatrix-mcp Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts | 0.5.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| MemoCat — Shared AI Memory io.github.montygovernance/memocat-mcp One shared, persistent memory across AI agents and systems, with semantic recall and live updates. | 0.4.3 | REMOTELOCAL | oci, pypi | 15d ago | 16h ago |
| saudi-vat-pro io.github.morouna1/saudi-vat-pro Submit and manage ZATCA-compliant Saudi e-invoices through Saudi VAT Pro. | 1.0.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| engram-cc io.github.morous-dev/engram-cc Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval. | 0.1.4 | REMOTELOCAL | npm | 15d ago | 16h ago |
| cartography-mcp-server io.github.mrcartographer/cartography-mcp-server Human-curated crypto market intelligence with x402 payments. Weekly signals and analysis. | 1.6.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| AgentCanary io.github.mrcerq/agentcanary Retired compatibility stub for AgentCanary MCP. Daily briefs continue on X and Telegram. | 1.4.8 | REMOTELOCAL | npm | 15d ago | 16h ago |
| AENA Flights MCP io.github.mrgo2/aena-mcp Flight data for Spain's 50 AENA airports over the public and OAuth2 REST APIs | 0.1.3 | REMOTELOCAL | npm | 15d ago | 16h ago |
| iCloud MCP io.github.mrgo2/icloud-mcp Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari via AppleScript or iCloud | 2.1.3 | REMOTELOCAL | npm | 15d ago | 16h ago |
| CTFd io.github.mrjamescot/ctfd-mcp-server MCP server for CTFd v3: list challenges, submit flags, and query scoreboards via AI agents. | 1.0.4 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| flipcoin io.github.mrtalecky/flipcoin Agent-first prediction markets on Base. Trade, quote, create markets via MCP. | 0.1.2 | REMOTELOCAL | npm | 15d ago | 16h ago |