Servers
MCP servers from the registry, REST APIs and open-source projects, at their latest versions: how each is reached, what it needs, and how it runs.
5 809 servers
| server | description | tier | score | tools | |
|---|---|---|---|---|---|
| skforecast-aiio.github.skforecast/skforecast-ai · v0.4.2 | Forecast time series in CSV files: deterministic skforecast workflows and the script that ran. |
open · package | 72 | failed | |
| Octobrainio.github.Muvon/octobrain · v0.14.7 | Persistent memory for AI assistants with semantic search and knowledge graph relationships. |
open · package | 72 | failed | |
| ČSFDio.github.bartholomej/node-csfd-api · v5.13.1 | Movies, TV series, creators and user ratings from ČSFD.cz, the Czech-Slovak film database |
open · package | 72 | failed | |
| Agentic HILio.github.agentic-hil/agentic-hil · v0.24.0 | Develop firmware on the real board behind a debug probe: flash, reset, UART and CAN, policy-gated. |
open · package | 72 | failed | |
| memiio.github.memi-design/memi · v2.7.9 | Memi is the design layer for agentic AI. |
open · package | 72 | failed | |
| memiio.github.sarveshsea/memi · v2.7.4 | Memi is the read-only design engineering audit and skill layer for coding agents. |
open · package | 72 | failed | |
| PageIndex MCPio.github.VectifyAI/pageindex-mcp · v1.8.2 | Reasoning-based RAG system for chatting with long PDFs. Supports local and online files. |
open · package | 72 | needs auth | |
| Memoireio.github.sarveshsea/memoire · v0.16.1 | Shadcn-native Design CI for Tailwind apps with registry export and MCP UI tools. |
open · package | 72 | failed | |
| orionbelt-analyticsio.github.ralfbecher/orionbelt-analytics · v0.5.0 | Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation |
open · package | 72 | failed | |
| MCP AutoMemio.github.verygoodplugins/mcp-automem · v0.10.0 | Graph-vector memory for AI assistants using FalkorDB and Qdrant |
open · package | 72 | failed | |
| mcp-accessibility-scannerio.github.JustasMonkev/mcp-accessibility-scanner · v1.1.1 | MCP server for automated web accessibility scanning with Playwright and Axe-core. |
open · package | 72 | failed | |
| DrissionPage MCPio.github.jumodada/drissionpage-mcp · v0.8.5 | Local browser automation for MCP clients powered by DrissionPage. |
open · package | 71 | 69 | |
| TraceWeaveio.github.gokeshenzhen/traceweave · v2.0.2 | Portable MCP runtime for RTL logs and VCD; repository setup adds FSDB and site EDA integration |
open · package | 71 | 38 | |
| Qiskit Gym MCP Serverio.github.Qiskit/qiskit-gym-mcp-server · v0.4.2 | MCP server for qiskit-gym reinforcement learning quantum circuit synthesis |
open · package | 71 | 37 | |
| Suede Skills MCPio.github.JasonColapietro/suede-skills-mcp · v0.19.0 | Read-only access to 71 Suede skills: discovery, install options, SEO audits, A-F grading. |
open · package | 71 | 9 | |
| Qiskit MCP Serverio.github.Qiskit/qiskit-mcp-server · v0.3.2 | MCP server for Qiskit quantum computing with circuit serialization utilities |
open · package | 71 | 7 | |
| vnshio.github.raullenchai/vnsh · v1.3.0 | Portable workspaces for AI agents: one encrypted link any agent can read and write |
open · package | 71 | 7 | |
| Korean Government Documents (HWPX)io.github.UpstageAI/korean-report-hwpx · v0.2.1 | Turns a draft into a Korean government report or press release as HWPX in each ministry's format |
open · package | 71 | 6 | |
| Bomlyio.github.bomly-dev/bomly-cli · v0.28.2 | Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit |
open · package | 71 | 4 | |
| Sounio Compilerio.github.agourakis82/sounio-mcp-server · v0.1.0 | Check, compile, run, and test Sounio programs locally. |
open · package | 71 | 4 | |
| Signet MCP Toolsio.github.Prismer-AI/signet-mcp-tools · v0.4.1 | MCP server exposing Signet cryptographic signing, verification, and content hash tools over stdio. |
open · package | 71 | 4 | |
| proxy-scraperio.github.maximilianfeix/proxy-scraper · v1.30.0 | Free proxies that actually work: checked HTTP/SOCKS proxies, and pages fetched through them |
open · package | 71 | failed | |
| arifos-mcpio.github.ariffazil/arifos-mcp · v2026.2.23 · deprecated | Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13. deprecated |
open · package | 71 | failed | |
| mcp-listenio.github.decibri/mcp-listen · v0.7.2 | Give your AI agents the ability to listen. Microphone capture and speech-to-text. |
open · package | 71 | failed | |
| dryrunio.github.boringSQL/dryrun · v0.19.1 | PostgreSQL schema intelligence from a committed snapshot. No connection, no credentials. |
open · package | 71 | failed | |
| Helioso.helio/helio · v0.15.0 | Open-source governance for MCP agents: useful autonomy without unlimited authority |
open · package | 71 | failed | |
| Web Browser (kogiQA)com.atagon/kogiqa-mcp · v1.3.103 | This web browser has been designed to help your agent debug and develop complex web applications. |
open · package | 71 | failed | |
| AutoMobiledev.jasonpearson/auto-mobile · v0.0.67 | Mobile device interaction automation via MCP |
open · package | 71 | failed | |
| argotio.github.get-tmonier/argot · v0.2.127 | Read-only context and complete checks against patterns learned from git history. Local; no LLM. |
open · package | 71 | failed | |
| prism-mcpio.github.prismatic-io/prism-mcp · v1.5.0 | MCP server that wraps Prismatic's Prism CLI tool |
open · package | 71 | failed | |
| kubentlyio.github.kubently/kubently · v2.3.1 | Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently |
open · package | 71 | failed | |
| mcp-listenio.github.analyticsinmotion/mcp-listen · v0.1.1 | Give your AI agents the ability to listen. Microphone capture and speech-to-text. |
open · package | 71 | failed | |
| blitzio.github.blitzdotdev/blitz · v1.0.26 | Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools. |
open · package | 71 | failed | |
| aaa-mcpio.github.ariffazil/aaa-mcp · v60.0.0 | Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs. |
open · package | 71 | failed | |
| MITRE ATT&CKio.github.luongnv89/mitre-mcp · v0.3.1 | MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK. |
open · package | 71 | failed | |
| Docker MCP Serverio.github.L337-org/docker-mcp-server · v2.2.7 | Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI. |
open · package | 70 | 165 | |
| Horizun PBI MCPio.github.HorizunGroup/horizun-pbi-mcp · v2.1.2 | Build, audit and repair Power BI Desktop models and PBIP reports with DAX, TMDL and PBIR. |
open · package | 70 | 139 | |
| Tailscale MCP Serverio.github.YawLabs/tailscale-mcp · v0.23.0 | Tailscale MCP server for managing your tailnet from AI assistants |
open · package | 70 | 98 | |
| mcp-sap-guiio.github.kts982/mcp-sap-gui · v0.5.2 | SAP GUI for Windows automation for AI agents - 60 structured tools via SAP GUI Scripting API |
open · package | 70 | 60 | |
| saga-mcpio.github.spranab/saga-mcp · v1.19.0 | Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard |
open · package | 70 | 41 | |
| simap-mcpio.github.Digilac/simap-mcp · v1.5.0 | MCP server for simap.ch - Swiss public procurement platform |
open · package | 70 | 14 | |
| Trentinaio.github.crunchtools/trentina · v0.5.0 | Secure MCP gateway and quarantine for AI agent traffic — three-layer prompt injection defense |
open · package | 70 | 13 | |
| NOAA CO-OPS MCP Serverio.github.oceanmodeling/coops-mcp · v0.1.1 | NOAA CO-OPS tides, water levels, currents, and meteorological data |
open · package | 70 | 12 | |
| USGS Water Services MCP Serverio.github.oceanmodeling/usgs-mcp · v0.1.1 | USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov |
open · package | 70 | 10 | |
| SCHISM Model Setup MCP Serverio.github.oceanmodeling/schism-mcp · v0.1.1 | SCHISM model configuration debugging, parameter lookup, and validation |
open · package | 70 | 10 | |
| ADCIRC Model Setup MCP Serverio.github.oceanmodeling/adcirc-mcp · v0.1.2 | ADCIRC model configuration debugging, parameter lookup, and validation |
open · package | 70 | 10 | |
| dossierai.imboard/dossier · v1.0.4 | MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers |
open · package | 70 | 10 | |
| StyleKitio.github.AnxForever/stylekit-mcp · v0.4.1 | stdio MCP server for StyleKit styles, templates, assets, tokens, recipes, and lint checks. |
open · package | 70 | 9 | |
| NOAA WW3 MCP Serverio.github.oceanmodeling/ww3-mcp · v0.1.2 | GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations |
open · package | 70 | 9 | |
| osm-tagging-schema-mcpio.github.gander-tools/osm-tagging-schema-mcp · v3.0.1 | MCP server for querying and validating OpenStreetMap tags |
open · package | 70 | 9 |