MCP Server Directory

flacales/exact-calc-mcp

Exact arithmetic for AI agents. Two independent engines cross-check every result.

joinwell52-AI/FCoP

FCoP Core adapter with 25 canonical tools and 6 read-only resources for durable agent work.

nickgeorgeseo/fieldtwin

Local, stateful twins of the Jobber, Housecall Pro, and QuickBooks Online APIs, for agents and tests

Neko1313/graphlens-mcp

Semantic code graph MCP server for coding agents

davet47/hashloom

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

hedgerow-dev/hayward

Checks ML model files (pickle, PyTorch, joblib, NumPy, GGUF, ONNX) for code that runs on load.

yannmenec/inspectrum

Review coding-agent plans on demand with peer models, attributed findings, and a structured verdict.

SarutobiSasuke8/jobscout-mcp

Multi-source job discovery, deduplication and AI/Web3 classification for AI agents.

priyanshuN/jsonloupe

Open huge JSON locally and give agents its shape, queries and exact values, never the whole blob.

copyleftdev/kahea

Deterministic HTTP/WebSocket testing and policy-gated API execution for AI agents.

jztan/kampung-mcp

Messaging between coding-agent sessions on different machines, through a server you host.

Al-Adnane/Kasbah-Core

Governance layer for agentic AI — signed, verifiable receipts for every agent action.

layoza/layoza

Design systems, layout and motion guidance for AI agents, plus headless Chromium visual QA.

litshrine/agent

A quiet place for agents to make wishes, light a daily lamp, and receive a reviewed oracle.

flsteven87/llm-wiki-mcp

MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.

LeoMbm/malt-mcp

MCP server for Malt.fr. Read your freelance profile, stats, and missions from Claude.

Byggarepop/dotnet-mcp-orchestrator

Route one agent through one MCP server to many, with progressive tool discovery to shrink context.

DiegoTepichin/mcp-mexico

Official Mexican public data for AI agents: Banxico rates, INEGI inflation, UMA and ISR tables.

Voidborn-Industries/mindupload-sdk-python

AI meta harness for Codex, Claude Code, Cursor and VS Code: direction and completed-work review.

Totti0135/model-council

Consult other LLMs as tools — ask them, compare their answers, synthesize a conclusion.

hpdkhoa/modellab-mcp

Draws rigged game gun models in Blender from parameters, checked against the real gun

bcllcc/modulor

Agent-native CAD: draw plans, model 3D, render checks, export DXF/SVG/STL/GLB/IFC, import DXF.

molpha/mcp

MCP server that lets AI agents create, fetch, verify, and publish Molpha oracle data.

cole-h06/omneum

Text-blind context control plane for AI agents. Select high-utility context under token budgets.

ondeinference/onde-cli

Manage your Onde Inference account and models: apps, model catalog, fine-tuned GGUF deploys.

sandraschi/overte-mcp

Overte (open-source Vircadia-lineage metaverse) Model Context Protocol server for domain administ...

ZsTs119/patchx-freenote-agent

PatchX Freenote MCP: summaries, memories, model results and user-approved webhook workflows.

shuji-bonji/pdf-reader-mcp

Read PDF internals: text, structure, fonts, signatures and tags, with what was not read declared.

shuji-bonji/pdf-spec-mcp

Look up ISO 32000 (PDF) clauses, requirements and terms. A reference, not a conformance checker.

Immersive-Media-Technologies/photoshop-mcp-imt

Photoshop for AI agents: every Adobe UI language, large skills library, generative tools first

carlosphyll/phyll

UX review for apps built with AI, run by your own agent. The fixes keep your design.

ymxc152/plctap

Agent-PLC MCP Server: read & diagnose Modbus / FINS / MELSEC / S7 / IEC 104 / ENIP / OPC UA PLCs.

SpeedosDK/predictive-debugger

Predicts where JavaScript and TypeScript code will fail at runtime, for coding agents.

zseta/progi

MCP-native workflow engine: teach agents your processes once, they execute them consistently.

swisspra/Pursers

Coordinate AI-agent work on a local-first, owner-controlled MCP board

lantean-code/roslyn-workbench-mcp

Bring Visual Studio-style C# fixes and refactorings to your AI agent with local Roslyn Code Actions.

DmytroMitin/scala-semantic-harness

Bounded Scala compiler, build, test, type, effect, symbol, and SemanticDB evidence for agents.

rllibo833-sudo/Steadfast

Local-first repository governance and verification tools for AI coding agents.

YashvantHange/SuperMemory

MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.

khalomsky/syke

AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents

aarwitz/tapp

Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.

krulewis/tokencast

Pre-execution cost estimation for LLM agent workflows with calibration learning

tyler-mitchell/type-atlas

Editor-grade TypeScript, Markdown, and JSON intelligence for coding agents.

mleoca/ucn

Auditable, conserved AST code intelligence for AI agents. JS/TS, Python, Go, Rust, Java, C/C++, C#.

mikeholownych/unifi-mcp

MCP server for Ubiquiti UniFi Network and Protect. 63 tools, 16 agent skills.

vantioai/vantio-open-core

Vantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.

Fino-wind/vaultbeat-apple-health

Your AI agent reads your Apple Health data: sleep, HRV, cycle, workouts. Decrypted on your machine

SanZiNEO/veddata

MCP server for AI agents: discover a web page's data sources and drive the page to reach them.