MCP Servers 3,417

Churn Predictor Ai

io.github.CSOAI-ORG/churn-predictor-ai-mcp

A✓Verified

Churn Predictor Ai MCP Server by MEOK AI Labs

Hwcontract

io.github.MohibShaikh/hwcontract

A✓Verified

Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)

MCP Memory Graph

io.github.RetroRobAI/mcp-memory-graph

C✓Verified

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

patchwork — Codebase Conventions for AI Agents

io.github.SaiNarayana-B/patchwork

B✓Verified

Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for AI agents.

Ocultar Pii

io.github.Edu963/ocultar-pii

B✓Verified

Zero-egress PII redaction for Claude.

Open Registry

io.github.OnticX/open-mcp-registry

B✓Verified

Search and discover MCP servers from the MCP Registry.

Understand your videos with Reka AI — search, ask questions, and extract insights.

Memshelf

io.github.ignatenkofi/memshelf-mcp

A✓Verified

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

TickerRisk

io.github.PasiutusVovere/tickerrisk-mcp

B✓Verified

Check options trades for hidden catalysts (earnings, FDA, legal, SEC) before you sell premium.

Predictive Maintenance

io.github.LGDiMaggio/predictive-maintenance-mcp

B✓Verified

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

Ll144 Bias Audit

io.github.CSOAI-ORG/ll144-bias-audit-mcp

B✓Verified

NYC Local Law 144 AEDT bias audit — selection rate, impact ratio (4/5ths), public summary

Swarm Rd Orchestrator

io.github.RudrenduPaul/swarm-rd-orchestrator

A✓Verified

Append-only event log for cross-agent context/memory sharing via 3 MCP tools.

Ybe Check

io.github.AddyCuber/ybe-check

C✓Verified

Ybe Check – security and compliance orchestrator for AI-generated repositories.

Manimgl

io.github.daedalus/mcp-manimgl

B✓Verified

MCP server exposing manimgl mathematical animation functionality as tools for LLMs

ClicheFactory Document Intelligence

io.github.ClicheFactory/clichefactory-mcp

B✓Verified

Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.

Resolve FDA application numbers and product names to regulatory metadata (CDER, CBER, CDRH).

Fomu

io.github.gabrielmahia/fomu-mcp

B✓Verified

MCP server for government forms and document workflows in Kenya (fomu = form)

Scorecard

io.github.CSOAI-ORG/mcp-scorecard-mcp

B✓Verified

Score any MCP server against a 100-point production-readiness rubric (static AST + PyPI +...

Agent Audit Logger

io.github.CSOAI-ORG/agent-audit-logger-mcp

B✓Verified

Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls.

Vcp

io.github.Creed-Space/vcp-mcp

A✓Verified

Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context encoding.

Contextual Server

io.github.NitishGourishetty/contextual-mcp-server

D✓Verified

RAG-enabled MCP server using Contextual AI.

Kilonova MCP

io.github.MilnaOS/kilonova-mcp

B✓Verified

Persistent local knowledge for AI coding agents with structured records, search, and DOT context.

Vector Memory

io.github.NeerajG03/vector-memory

D✓Verified

Semantic document memory using Redis vector store.

methods-mcp

io.github.FlynnLachendro/methods-mcp

B✓Verified

MCP server for structured methods extraction + reproducibility heuristics on academic papers.