MCP Servers 3,410

Verifiable Earth ground truth for AI agents: water, hazard, ground stability, resource, with proof.

Mhlabs Tools

io.github.MusaddiqueHussainLabs/mhlabs_mcp_tools

C✓Verified

An MCP server that provides text preprocessing, NLP components, and document analysis

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Vivory Korea Data Gateway

io.github.jayjodev/vivory-mcp-korea

C✓Verified

DEPRECATED v0.6.0 — migrate to vivory-mcp-verification (Korean verdict tools included).

ApexVol Options Analytics

io.github.ryansilk/apexvol-mcp

A✓Verified

Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.

Lightbill Server

io.github.lightnet19/lightbill-mcp-server

C✓Verified

LightBill ISP billing MCP server: 134 tools (customers, routers, OLT, invoices, payment).

Csv Tools Ai

io.github.CSOAI-ORG/csv-tools-ai-mcp

B✓Verified

Csv Tools Ai MCP Server by MEOK AI Labs

A2atlassian

io.github.agentic-eng/a2atlassian

C✓Verified

Jira & Confluence for AI agents.

Synpareia Trust Toolkit

io.github.synpareia/trust-mcp

B✓Verified

Verifiable dealings with other agents: prove what you did, vet who you deal with, bind agreements

Haki Ya Kazi

io.github.gabrielmahia/haki-ya-kazi-mcp

B✓Verified

MCP server for labor-rights information and coordination in Kenya (haki ya kazi = labor rights)

phylokit-mcp

io.github.musharna/phylokit-mcp

A✓Verified

Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support

Dmcheck

io.github.chaoz23/dmcheck

A✓Verified

Deterministic conduct verdicts for live tabletop sessions - CI for running a game.

Excel

io.github.wesseltl/excel-mcp

A✓Verified

Read real, messy Excel files from an agent: multiple sheets, title rows, merged cells.

Is It AI MCP

io.github.JohannsenLum/is-it-ai-mcp

A✓Verified

MCP server that reads C2PA Content Credentials: what an image declares about its own origin

Mock Server Ai

io.github.CSOAI-ORG/mock-server-ai-mcp

A✓Verified

Mock Server Ai MCP Server by MEOK AI Labs

DDG Agent Services

io.github.daedalusdevelopmentgroup/ddg-agent-services-mcp

A✓Verified

Pay-per-call x402 gateway: agent tools, OpenAI-compatible LLM, market data, RPC, security audits.

Orita Provider Resolution

io.github.Alkilo-do/orita-provider-resolution

B✓Verified

Provider resolution for AI apps — search, rank, hold, confirm bookings across your provider network.

Grandline

io.github.luzomi/grandline-mcp

B✓Verified

Empirical maritime distances from real AIS tracks: 4 route variants, port lookup, bulk matrix

Ableton for AI

io.github.peterkolbe/ableton-for-ai

B✓Verified

Bridge between Ableton Live and AI.

MCP Repo Mapper

io.github.LovRanRan/mcp-repo-mapper

B✓Verified

Deterministic repository structure mapping for onboarding agents.

Math Solver Ai

io.github.CSOAI-ORG/math-solver-ai-mcp

A✓Verified

Math Solver Ai MCP Server by MEOK AI Labs

Decern

io.github.statwonk/decern

D✓Verified

MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.

Swiss Geodata

io.github.malkreide/swiss-geodata-mcp

B✓Verified

Swiss federal geodata (geo.admin.ch): layers, spatial identify, zoning, heights, LV95 conversion

Meok Omnibus Tracker

io.github.CSOAI-ORG/meok-omnibus-tracker-mcp

B✓Verified

EU Digital Omnibus AI Act tracker - Track delay status by article.