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 |
|---|---|---|---|---|---|
| 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 |
| 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 |
| genome io.github.northtekdevs/genome Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable. | 1.2.1 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| update-hijack-poc io.github.nottiboy137/update-hijack-poc PoC benign MCP server for update-hijack security research | 1.0.1 | 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 |
| toml-yaml-json-mcp io.github.mukundakatta/toml-yaml-json-mcp Parse, format, and convert configs across TOML, YAML, and JSON. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| MANNA io.github.nsf-simons-cosmicai-institute/manna MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia | 0.11.0 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| timezone-mcp io.github.mukundakatta/timezone-mcp IANA timezone conversions with real DST rules. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| toolradar io.github.nadeus/toolradar Search, compare, and get pricing for 8,600+ software tools with verified data. | 2.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| LaunchEngine.dev io.github.naman6019/launchengine-dev Find posts where someone is asking for a product like yours, scored 1-100, with reply drafts. | 0.0.3 | REMOTELOCAL | npm | 3d 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 |
| 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 |
| Kubernetes Troubleshoot io.github.nanagyamfiprempeh30/k8s-troubleshoot-mcp Read-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes. | 1.0.0 | REMOTELOCAL | oci | 15d ago | 16h ago |
| regex-test-mcp io.github.mukundakatta/regex-test-mcp Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| ragmetric-mcp io.github.mukundakatta/ragmetric-mcp RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch. | 0.1.1 | REMOTELOCAL | 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 |
| 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 |
| 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 |
| html-to-markdown-mcp io.github.mukundakatta/html-to-markdown-mcp Convert HTML to Markdown or strip to plain text. For web-scraping agents. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| getalife-budget io.github.narazgul/getalife-budget Zero-Based Budgeting tools: budget plans, runway, net worth, savings goals, debt payoff plans. | 2.0.1 | REMOTELOCAL | 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 |
| diff-mcp io.github.mukundakatta/diff-mcp Character-precise unified diff + patch application + patch parsing. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| csv-tools-mcp io.github.mukundakatta/csv-tools-mcp Reliable CSV parsing + generation. Handles quotes, embedded commas, BOMs, CRLF. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| citecite-mcp io.github.mukundakatta/citecite-mcp Inject, parse, and strip [N] citation markers in RAG outputs. | 0.1.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| agentfit io.github.mukundakatta/agentfit Token-aware message truncation: fit a chat history into your model's context budget. | 0.1.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| oraclemcp io.github.muhdur/oraclemcp Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial). | 0.11.0 | REMOTELOCAL | oci | 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| open-registry-poc io.github.nottiboy137/open-registry-poc PoC: Open Registry supply chain — unvetted server listing (security research) | 1.0.0 | 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 |
| 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 |
| 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 |
| Cleared Index com.clearedindex/mcp Cleared Check before pay: lookup_merchant, cleared_check, route_gateway for x402 agents. | 1.2.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| dubstrata io.github.muzikayisekhuzwayo/dubstrata Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports | 1.3.1 | REMOTELOCAL | npm | 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 |
| Octofs io.github.muvon/octofs Standalone MCP filesystem tools server — view, edit, shell, workdir. | 0.16.3 | REMOTELOCAL | mcpb, npm | 15d ago | 16h ago |
| sentinal-mcp io.github.musaraf-m/sentinal-mcp Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics | 1.0.0 | REMOTELOCAL | npm | 15d ago | 16h ago |
| agentcash io.github.merit-systems/agentcash Generic MCP server for calling x402-protected APIs with automatic payment handling | 0.13.4 | REMOTELOCAL | npm | 15d ago | 16h ago |
| AgentGuard io.github.merchantguard/agentguard Local spend caps, kill-switch blocking and Ed25519-signed receipts for AI agent tool calls. | 0.3.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| PraisonAI io.github.mervinpraison/praisonai AI Agents Framework with Self Reflection and MCP support | 2.3.42 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| mozaic io.github.merzoukemansouri/mozaic Mozaic Design System (ADEO): tokens, components, icons, docs and style guides for any agent. | 2.14.3 | REMOTELOCAL | npm | 14d ago | 16h ago |
| TG multi-account MCP io.github.mesteriis/tg-account-mcp Self-hosted, consent-based access to Telegram accounts and bots for MCP clients | 0.5.2 | REMOTELOCAL | pypi | 15d ago | 16h ago |
| Obscura MCP io.github.metadrama/obscura-mcp MCP server adapter for Obscura Rust headless browser — web scraping with anti-detection. | 0.1.1 | REMOTELOCAL | npm | 15d ago | 16h ago |
| metrillm io.github.metrillm/metrillm Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client | 0.2.6 | REMOTELOCAL | npm | 15d ago | 16h ago |