Index · Tools
Tools for AI agents
15,203 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 |
|---|---|---|---|---|---|
| mcp-accessibility-scanner io.github.justasmonkev/mcp-accessibility-scanner MCP server for automated web accessibility scanning with Playwright and Axe-core. | 1.1.1 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Agent Push Kit io.github.justinbstrong/agent-push-kit Send, search, and manage notifications, accounts, and push preferences | 0.1.1 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Workflow MCP io.github.juliusolsson05/workflow-mcp Session-bound Docker workflow server through Codex. State is discarded with the container. | 1.1.0 | REMOTELOCAL | oci | 16d ago | 23h ago |
| Bench DC Power Supply io.github.k-dense-ai/labmcp-bench-psu MCP server for programmable DC bench power supplies (Rigol DP700/DP800/DP900, Siglent SPD3303X/SPD10 | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| clavis io.github.kn0wbot/clavis Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, audit logging. | 0.1.3 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Anteater MCP io.github.kkazuhak/anteater-mcp UCI course search and registration planning: live sections, grades, prerequisites, conflicts. | 1.0.0-beta.1 | REMOTELOCAL | oci | 16d ago | 23h ago |
| personal-finance-mcp io.github.josuem1109/personal-finance-mcp Self-hosted, read-only MCP server that connects your banks and investments via Plaid. | 1.0.0 | REMOTELOCAL | oci | 16d ago | 23h ago |
| Compositor io.github.josusanz/compositor Read and edit Compositor .comp projects: layers, folders, masks, transforms, previews and exports | 0.1.4 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Jovie io.github.jovieinc/jovie Create a music artist's Jovie profile from a Spotify URL and read public artist data. | 26.9.16 | REMOTELOCAL | npm | 12d ago | 23h ago |
| seo-webmaster-mcp io.github.jvnndev/seo-webmaster-mcp Read-only SEO and GEO audits with Google Search Console, Bing, and website crawling. | 0.3.2 | REMOTELOCAL | npm | 15d ago | 23h ago |
| global-intel-exchange io.github.joseph-ceo/global-intel-exchange Real-time sanctions screening, CVE, and company registry checks for agents. | 0.1.1 | REMOTELOCAL | npm | 16d ago | 23h ago |
| audio-analyzer io.github.juzzydee/audio-analyzer Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis. | 1.0.0 | REMOTELOCAL | mcpb | 16d ago | 23h ago |
| freshvault io.github.kioko-lab/freshvault Local semantic search over your Obsidian vault - always fresh, never reindex. | 0.4.0 | REMOTELOCAL | npm | 16d ago | 23h ago |
| MCP Bench Router io.github.k1ta141k/mcp-bench-router Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories. | 1.0.1 | REMOTELOCAL | npm | 16d ago | 23h ago |
| SRS Residual Gas Analyzer io.github.k-dense-ai/labmcp-srs-rga MCP server for SRS RGA100/200/300 residual gas analyzers: spectra, partial pressures, leak checks, f | 0.1.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| SiLA 2 Bridge io.github.k-dense-ai/labmcp-sila2 MCP bridge to any SiLA 2 server (lab-automation standard): discover servers, read features from thei | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Pfeiffer Vacuum Gauge Controller io.github.k-dense-ai/labmcp-pfeiffer-tpg MCP server for Pfeiffer Vacuum TPG 361/362/366 and TPG 261/262 gauge controllers: read and log press | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Opentrons OT-2 / Flex io.github.k-dense-ai/labmcp-opentrons MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API): upload and analyze protoco | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Pronunciation & Voice Coach io.github.juhongpark/pronunciation Local MCP voice coach with English pronunciation, grammar, and fluency feedback. | 0.3.0 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Ocean Insight Spectrometer io.github.k-dense-ai/labmcp-ocean-spectrometer MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze): acquire spectra, auto | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| EU PII Redaction io.github.julianjohansen/eu-pii-redact Redact EU personal data (names, national IDs, IBANs) in text and files; restore it later. | 0.1.0 | REMOTELOCAL | pypi | 11d ago | 23h ago |
| iCloud Mail io.github.julienrabault/icloud-mcp Read, search, draft, send and file iCloud Mail over IMAP and SMTP. No tool destroys mail. | 0.1.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Nido — Fast, Simple VM Sandboxes for AI Agents (Temporary & Persistent) io.github.josepavese/nido Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation. | 4.5.27 | REMOTELOCAL | mcpb | 16d ago | 23h ago |
| LC-MS Worklist Builder io.github.k-dense-ai/labmcp-ms-worklist MCP server that builds, validates and exports LC-MS worklist import files for MassLynx, SCIEX OS, Ma | 0.1.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion) io.github.k-dense-ai/labmcp-ms-data MCP server for mass-spectrometry data files (mzML, mzMLb, Bruker timsTOF TDF; vendor files via mscon | 0.1.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Modbus TCP/RTU Device io.github.k-dense-ai/labmcp-modbus MCP server for Modbus TCP and Modbus RTU devices (temperature controllers, chillers, PLCs, sensors, | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Mettler Toledo Balance io.github.k-dense-ai/labmcp-mettler-toledo MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust. | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Lake Shore Temperature Controller io.github.k-dense-ai/labmcp-lakeshore MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers: read sensors, setpoints, | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Keithley SourceMeter SMU io.github.k-dense-ai/labmcp-keithley-smu MCP server for Keithley SourceMeter SMUs (2400 series SCPI, 2450 family SCPI, 2600B TSP): source V o | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| JULABO Circulator io.github.k-dense-ai/labmcp-julabo MCP server for JULABO heating and refrigerated circulators (CORIO, MAGIO, DYNEO): read temperatures, | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| IKA Hotplate & Overhead Stirrer io.github.k-dense-ai/labmcp-ika MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands): heat, stir, watchdog, w | 0.1.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| EPICS Channel Access io.github.k-dense-ai/labmcp-epics MCP server for EPICS Channel Access (accelerators, synchrotrons, neutron sources, telescopes, physic | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| BrainFlow Biosensing Boards io.github.k-dense-ai/labmcp-brainflow MCP server for EEG/EMG/ECG/PPG biosensing boards via BrainFlow (OpenBCI, Muse, Neurosity, g.tec Unic | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Bluetooth LE Health Sensors io.github.k-dense-ai/labmcp-ble-health MCP server for Bluetooth LE health sensors (standard GATT profiles): heart rate + HRV, SpO2, blood p | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Taskwarrior MCP io.github.kaierikniermann/task-warrior-mcp MCP server wrapping the Taskwarrior CLI for structured, project-scoped task management. | 0.1.2 | REMOTELOCAL | mcpb | 16d ago | 23h ago |
| AISentinel by BizDNAi io.github.kabzhanov/aisentinel Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0. | 1.0.6 | REMOTELOCAL | mcpb | 16d ago | 23h ago |
| mcp-server-index io.github.justaiagent0809/mcp-server-index Offline MCP tool schemas and risk flags. Partial census: 2,283 servers, 2026-09-08. | 0.1.0 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Thermo Orbitrap (Instrument API) io.github.k-dense-ai/labmcp-thermo-iapi MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API (IA | 0.1.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| gongio-mcp io.github.justinbeckwith/gongio-mcp MCP server for Gong.io - access calls, transcripts, and users | 2.0.0 | REMOTELOCAL | npm | 16d ago | 23h ago |
| PalmSens Potentiostat io.github.k-dense-ai/labmcp-palmsens MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus): CV | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| pylon-mcp io.github.justinbeckwith/pylon-mcp MCP server for Pylon customer support platform | 1.1.2 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Junê io.github.junemind/june-mcp Shared, cited knowledge-graph memory for agents — ask, search, remember, keep standing instructions | 0.8.1 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| SRS Lock-in Amplifier io.github.k-dense-ai/labmcp-srs-lockin MCP server for Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A): read X/Y/R/ | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| roblox-studio-mcp io.github.justice219/roblox-studio-mcp Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools | 1.0.1 | REMOTELOCAL | npm | 16d ago | 23h ago |
| LabJack T-series DAQ io.github.k-dense-ai/labmcp-labjack MCP server for LabJack T4, T7/T7-Pro and T8 DAQ devices (LJM): analog inputs, streaming, thermocoupl | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| mycal io.github.junhui20/mycal Malaysia public holidays, school terms, business days & a leave optimizer (13 tools). | 0.1.4 | REMOTELOCAL | npm | 16d ago | 23h ago |
| Generic SCPI Instrument io.github.k-dense-ai/labmcp-scpi Generic MCP server for any IEEE 488.2 / SCPI instrument (DMMs, scopes, SMUs, PSUs, generators, analy | 0.1.3 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Sartorius Balance io.github.k-dense-ai/labmcp-sartorius MCP server for Sartorius laboratory balances (SBI protocol): weigh, tare, zero, log drift, internal | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| INVARA io.github.jujitae/invara Independent verification that a change kept its declared constraints. No model in the verdict path. | 0.3.0 | REMOTELOCAL | pypi | 16d ago | 23h ago |
| Thorlabs Optical Power Meter io.github.k-dense-ai/labmcp-thorlabs-pm MCP server for Thorlabs optical power meters (PM100D/PM100A/PM100USB/PM400/PM101/PM5020, SCPI over U | 0.1.2 | REMOTELOCAL | pypi | 16d ago | 23h ago |