MCP Servers 6,542

Vector Mirror

io.github.c64dos-png/vector-mirror

B✓Verified

Deterministic SVG perception for LLM agents — measures, never guesses.

Repotector

io.github.dir-ai/repotector

B✓Verified

The repo guardian AI agents handshake with before they touch your code.

Senegal legislation via MCP -- full-text search across statutes and provisions

Send transactional email and manage domains, audiences, and broadcasts from any MCP client.

Deterministic US financial planning: retirement Monte Carlo, Roth conversion, RMD, tax, IRMAA, SS

Cogmemory

io.github.skylarng89/cogmemory-mcp

A✓Verified

CogMemory MCP Server — Unified context subsystems for AI coding agents

Precisioncalc

io.github.inity13/precisioncalc-mcp

A✓Verified

High-precision finance & business calculations for AI agents — exact decimals, never floats.

Atlas Pipeline

io.github.IamNishant51/atlas-pipeline

B✓Verified

7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

driftwatch

io.github.dhughes6071/driftwatch

A✓Verified

What broke between two dependency versions, with a citation for every claim.

X402 Crypto

io.github.yunaremaia/x402-crypto-mcp

B✓Verified

Crypto market data via x402: prices, convert, indicators, yields, gas, tx status, balances, ENS.

Convertrilo

io.github.serkandrgn/convertrilo

B✓Verified

Create and manage Convertrilo video encoding jobs from MCP clients and agent workflows.

Modelwatch

io.github.bch1212/modelwatch

B✓Verified

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates.

Server

io.github.sthan-io/mcp-server

B✓Verified

US address verification, parsing, autocomplete, geocoding, and IP geolocation APIs.

Ai Test Process

io.github.Hashi-Kazu/ai-test-process-mcp

A✓Verified

AI-assisted MCP server for JSTQB-based test planning, design, review, and analysis.

Verify an npm package before you install it: advisories, install scripts, typosquats, provenance.

Confluence Cloud

io.github.aaronsb/confluence-cloud

A✓Verified

MCP server for Confluence Cloud — page editing, navigation, and content management

水素分子医学文献データベース — Molecular hydrogen medical literature (H2 Papers)

io.github.h2-papers/mcp-server

B✓Verified

PubMed molecular-hydrogen medical literature with delivery-aware safety notes inline.

K Data

io.github.juh5ng/k-data-mcp

A✓Verified

Korean market data: kimchi premium, sell-side research, news.

Git Archaeologist

io.github.engrmaziz/git-archaeologist

B✓Verified

Trace code history, commit reasoning, and PR context directly from Git logs.

Siftable

io.github.Tom-R-Main/mcp-server

A✓Verified

Siftable MCP server for governed work, knowledge, calendar, people, datasets, and Vault.

Control AutoCAD with AI: commands, read/edit/write drawing database, AutoLISP, scripts, PDF plots.

Legalcite

io.github.Kevinx702/legalcite

B✓Verified

Verify legal case citations against real court records; flag fake/hallucinated cites.

Read, search, edit and branch Translatize translation labels and fill missing translations.

Revibe

io.github.selvatuple/revibe-mcp

B✓Verified

Analyze any codebase — get architecture, file roles, execution flows, and agent context.