MCP Servers 3,410

Pwsh Exec

io.github.Jason26214/pwsh-exec-mcp

B✓Verified

A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, stdout, stderr.

Vibescan Server

io.github.Aguantar/vibescan-mcp-server

B✓Verified

MCP server for VibeScan — scan projects for leaked secrets and security issues

PDF Reader

io.github.Xvvln/pdf-reader-mcp

B✓Verified

MCP server for extracting text, images, tables, links, annotations, and metadata from PDF files.

Voice Audio

io.github.CSOAI-ORG/voice-audio-mcp

B✓Verified

Voice Audio MCP server.

Swiss Academic Libraries

io.github.malkreide/swiss-academic-libraries-mcp

A✓Verified

Swiss academic libraries + open-access Swiss legal literature (SRU/OAI-PMH, no API key)

Pythia Oracle

io.github.eyloni/pythia-oracle

C✓Verified

Oracle for AI agents.

Pain001

io.github.sebastienrousseau/pain001-mcp

A✓Verified

MCP server for ISO 20022 pain.001/pain.008 payment-file generation and validation.

HPSILab Quant Finance

io.github.haiyunsky/hpsilab-quant-finance-mcp

A✓Verified

HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.

GoldenFlow

io.github.benseverndev-oss/goldenflow

A✓Verified

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

Tickscope

io.github.seungdori/tickscope-mcp

B✓Verified

Real-time, free crypto market data for any AI agent — via MCP.

Scb Opendata

io.github.ashwinvis/scb-opendata-mcp

B✓Verified

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

Reconcile

io.github.sebastienrousseau/reconcile-mcp

A✓Verified

Reconcile camt.053 statements vs expected pain.001 payments with explainable matching.

Ratebook

io.github.cbetz/ratebook

B✓Verified

Open MCP server for US electricity tariffs: real rate lookup, bill estimates, and when to charge.

Code of Paper

io.github.isagelswann/codeofpaper

B✓Verified

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

GeoSphere Austria Weather

io.github.slettmayer/geosphere-mcp-server

A✓Verified

High-resolution GeoSphere Austria weather, storms and air quality.

Microcap

io.github.monoxide-xen/microcap-mcp

B✓Verified

Simulate, generate and draw analog circuits in Micro-Cap 12: SPICE analyses, sweeps and schematics

Symbols MCP

io.github.symbo-ls/symbols-mcp

B✓Verified

Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference

VulnFeed

io.github.infai-tech/vulnfeed

B✓Verified

Dependency vulnerability scanner with EPSS scoring.

Krystal Voice Caller

io.github.KrystalUnity/kvc-mcp

B✓Verified

Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.

Kirok Memory

io.github.TadFuji/kirok-mcp

B✓Verified

Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation

QAE Safety Certification

io.github.tb8412/qae-safety-mcp

B✓Verified

Deterministic pre-execution safety certification for autonomous AI agents.

Nl Eli

io.github.matematicsolutions/nl-eli-mcp

A✓Verified

MCP server for Dutch consolidated legislation (BWB via KOOP SRU) with verifiable citations.

Explainability Report

io.github.CSOAI-ORG/explainability-report-mcp

A✓Verified

Explainability Report MCP Server by MEOK AI Labs

Clockify Time Tracking

io.github.tracegazer/clockify-mcp

B✓Verified

Clockify time-tracking MCP: 112 tools across 18 domains, read-only by default with opt-in writes.