mcpField

MCP Servers

65,380 MCP servers for AI apps. Filter by category, badge and popularity.

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Agentbay
Agentbay
Michael98671

Overview

7Cloud & Infra
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AgentBill MCP
AgentBill MCP
marketinglior-pixel

Preflight spend control for AI agents. Block runaway agent loops before they start, not after the bill arrives. Per-request cost ceilings, budget checks, and outcome-based metering in 2 MCP tool calls

7AI & Agents
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Agentziwei
Agentziwei
Timmy9527

紫微AI,是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpretation.紫微AIは、紫微斗数のチャート解読のためのAIアプリケーションです。

7Games & Entertainment
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enigmagent-mcp
enigmagent-mcp
Agnuxo1

Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real API keys

7Security
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Affiliate Networks MCP
Affiliate Networks MCP
agenticaffiliate.ai

Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental

7Business & Marketing
A
ai-Bible
ai-Bible
AdbC99

Starting with an mcp-server for repeatably using defined bible data with LLMs

7Science & Education
E
elfa
elfa
elfa.ai

Build and install a voice + chat AI receptionist for any business website

7Finance
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Fouradata Mcp
Fouradata Mcp
fouradata

Reliable web access for AI agents: smart HTTP, rotating proxies and full-browser rendering

7Browser Automation
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Genfeed
Genfeed
genfeed.ai

Create, review and schedule social content from your AI agent. Approval-first.

7Social Media
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Marrow AI: Control Layer for AI Agents
Marrow AI: Control Layer for AI Agents
getmarrow.ai

Approval gate and audit trail for AI agent actions: policy check first, proof after. Any MCP client

7AI & Agents
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Ludo AI Game Assets
Ludo AI Game Assets
ludo.ai

Generate game assets with AI: sprites, animations, 3D models with rigging, video, music, SFX, voices

7Media & Design
A
AI Publications 📚
AI Publications 📚
jonigl

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration

7AI & Agents
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Retro Diffusion Pixel Art
Retro Diffusion Pixel Art
retrodiffusion.ai

Generate authentic pixel art (sprites, animations, and tilesets) from any MCP client

7Media & Design
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MisterSandFR-supabase-mcp-selfhosted
MisterSandFR-supabase-mcp-selfhosted
smithery.ai

Manage Supabase projects end to end across database, auth, storage, realtime, and migrations. Moni…

7Databases
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TakoData-tako-mcp
TakoData-tako-mcp
smithery.ai

Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…

7Data & Analytics
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Aident AI
Aident AI
Aident-AI

Use Aident Loadout to connect your AI agents to 1,000+ real-world apps and tools like Gmail, Slack, Linear, Notion, Firecrawl, and Fal, unlock 27,000+ executable actions, and track full audit history so your agents can get real work done reliably.

7Communication
O
opentalk2html-notmd
opentalk2html-notmd
Aimino-Tech

MCP server for HTML generation from AI agents

7Productivity
A
Aiqbee Brain
Aiqbee Brain
AIQBee

AI knowledge graph for architecture, portfolio, and digital strategy management. 25 MCP tools to manage brains, neurons, relationships, neuron types, and access control. OAuth 2.0 authenticated, remote hosted.

7Memory & Knowledge
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noun-mcp
noun-mcp
alisaitteke

Production MCP server for The Noun Project — search and download icons in Cursor/Claude with OAuth…

7Media & Design
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genpark-financial-audit
genpark-financial-audit
Alpha-Park

Arithmetic consistency checks for supplied financial statement data

7Finance
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genpark-jitter-buffer
genpark-jitter-buffer
Alpha-Park

Packet ordering simulation and inter-arrival jitter telemetry

7Developer Tools
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genpark-voice-vad
genpark-voice-vad
Alpha-Park

Energy and transcript heuristics for voice turn endpoint detection

7Media & Design
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GenPark Adaptive Batch Request Debouncer
GenPark Adaptive Batch Request Debouncer
alphaparkinc

Adaptive sliding window query debouncing and micro-batch coalescing engine optimizing LLM throughput

7AI & Agents
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GenPark Adaptive Exponential Backoff with Jitter Retry
GenPark Adaptive Exponential Backoff with Jitter Retry
alphaparkinc

Full-jitter exponential backoff retry scheduling and half-open circuit breaker for LLM APIs

7Developer Tools
G
GenPark Agent State Snapshot & Time-Travel Skill
GenPark Agent State Snapshot & Time-Travel Skill
alphaparkinc

Agent conversation state snapshotting and time-travel rollback engine pruning divergent hallucinatio

7AI & Agents
G
GenPark Aho-Corasick Multi-Pattern Matcher
GenPark Aho-Corasick Multi-Pattern Matcher
alphaparkinc

High-throughput Aho-Corasick automaton for simultaneous multi-keyword dictionary matching and conten

7Developer Tools
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GenPark AST Diff Semantic PR Summarizer
GenPark AST Diff Semantic PR Summarizer
alphaparkinc

Synthesize semantic AST delta trees across git diffs and classify breaking signature changes

7Version Control
G
GenPark Audio Packet Jitter Resilience Buffer
GenPark Audio Packet Jitter Resilience Buffer
alphaparkinc

Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry

7Media & Design
G
GenPark Bloom Filter URL Dedup Crawler
GenPark Bloom Filter URL Dedup Crawler
alphaparkinc

In-memory Bloom filter for URL and document hash deduplication preventing redundant web crawler inge

7Browser Automation
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GenPark Circuit Breaker Fault Sentinel
GenPark Circuit Breaker Fault Sentinel
alphaparkinc

Three-state circuit breaker with failure rate tripping and automatic half-open probe recovery

7Developer Tools
G
GenPark Complex Financial Formula Audit Validator
GenPark Complex Financial Formula Audit Validator
alphaparkinc

Arithmetic consistency checks and cross-footing validation for financial statements

7Finance
G
GenPark Concurrency Semaphore Guard
GenPark Concurrency Semaphore Guard
alphaparkinc

In-memory concurrency leaky-bucket and fair semaphore guard protecting downstream LLM APIs from rate

7AI & Agents
G
GenPark Consistent Hash Ring Router
GenPark Consistent Hash Ring Router
alphaparkinc

Consistent hashing ring with virtual nodes for distributed LLM cache routing and agent partitioning

7AI & Agents
G
GenPark Context Window Token Pruner
GenPark Context Window Token Pruner
alphaparkinc

Priority-weighted context window token pruner and FIFO eviction engine protecting LLM prompt boundar

7AI & Agents
G
GenPark Conversational Barge-In Interruption Arbitrator
GenPark Conversational Barge-In Interruption Arbitrator
alphaparkinc

Arbitrate conversational interruptions with echo rules and playback truncation estimation

7AI & Agents
G
GenPark Cron Jitter Scheduler Agent
GenPark Cron Jitter Scheduler Agent
alphaparkinc

Crontab syntax parser and distributed jittered task scheduler preventing thundering herds in autonom

7AI & Agents
G
GenPark Distributed Deadlock Wait-For-Graph Detector
GenPark Distributed Deadlock Wait-For-Graph Detector
alphaparkinc

Real-time Tarjan SCC cycle detection on lock Wait-For-Graphs with victim transaction arbitrator

7Databases
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GenPark Distributed ID Snowflake Generator
GenPark Distributed ID Snowflake Generator
alphaparkinc

64-bit Twitter Snowflake-compatible distributed unique ID generator with clock backwards drift prote

7Developer Tools
G
GenPark Distributed Lease Lock Coordinator
GenPark Distributed Lease Lock Coordinator
alphaparkinc

In-memory distributed lease lock with monotonically increasing fencing tokens preventing multi-agent

7AI & Agents
G
GenPark Entropy Hallucination Detector
GenPark Entropy Hallucination Detector
alphaparkinc

Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an

7AI & Agents
G
GenPark Exponential Backoff Jitter Retry
GenPark Exponential Backoff Jitter Retry
alphaparkinc

Enterprise retry engine with full jitter, decorrelated jitter, and truncated exponential backoff for

7Developer Tools
G
GenPark Few-Shot MMR Diversity Selector
GenPark Few-Shot MMR Diversity Selector
alphaparkinc

Maximal Marginal Relevance (MMR) exemplar selector optimizing semantic relevance and diversity for L

7AI & Agents
G
GenPark Git Commit Conventional Semantic Linter
GenPark Git Commit Conventional Semantic Linter
alphaparkinc

Conventional Commits 1.0.0 semantic linter and changelog grouping engine parsing breaking changes an

7Version Control
G
GenPark Git Semantic Cherry-Pick Conflict Resolver
GenPark Git Semantic Cherry-Pick Conflict Resolver
alphaparkinc

Three-way AST hunk alignment and non-overlapping block conflict resolution for Git cherry-picks

7Version Control
G
GenPark Graph Cycle Deadlock Detector
GenPark Graph Cycle Deadlock Detector
alphaparkinc

Tarjan strongly connected components cycle and deadlock detector for multi-agent DAG workflows

7AI & Agents
G
GenPark Hybrid Bounding Box OCR Table Reconstructor
GenPark Hybrid Bounding Box OCR Table Reconstructor
alphaparkinc

Spatial clustering 2D grid reconstructor converting OCR boxes into Markdown tables

7Productivity
G
GenPark Jinja-Like Prompt Template Renderer
GenPark Jinja-Like Prompt Template Renderer
alphaparkinc

Safe zero-dependency Jinja-like prompt template parser and renderer supporting for-loops, if-conditi

7AI & Agents
G
GenPark JSON Pointer Patch Delta
GenPark JSON Pointer Patch Delta
alphaparkinc

RFC 6901 / RFC 6902 compliant JSON Pointer and JSON Patch delta computation engine

7Developer Tools
G
GenPark JSON-RPC Batch Pipelining Dispatcher
GenPark JSON-RPC Batch Pipelining Dispatcher
alphaparkinc

High-throughput JSON-RPC 2.0 batch pipelining and inter-tool parameter dependency resolver for Model

7Developer Tools
G
GenPark JSON Schema Contract Validator
GenPark JSON Schema Contract Validator
alphaparkinc

Zero-dependency JSON schema subset validator ensuring LLM structured outputs strictly conform to con

7Developer Tools
G
GenPark JWT Token Verifier & Claims Auditor
GenPark JWT Token Verifier & Claims Auditor
alphaparkinc

Pure-Python zero-dependency JWT claims auditor and payload inspector enforcing expiry, audience, and

7Security
G
GenPark Levenshtein Fuzzy Tool Matcher
GenPark Levenshtein Fuzzy Tool Matcher
alphaparkinc

Fast Levenshtein distance and fuzzy similarity matcher autocorrecting hallucinated LLM tool calls

7AI & Agents
G
GenPark LLM Token Bucket & Sliding Window Rate Limiter
GenPark LLM Token Bucket & Sliding Window Rate Limiter
alphaparkinc

Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation

7AI & Agents
G
GenPark LLM Token Cost Budget Tracker
GenPark LLM Token Cost Budget Tracker
alphaparkinc

Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl

7AI & Agents
G
GenPark LRU TTL Multi-Tier Cache
GenPark LRU TTL Multi-Tier Cache
alphaparkinc

In-memory LRU cache with per-key TTL expiration, deterministic eviction, and hit/miss/stale telemetr

7Developer Tools
G
GenPark Markdown Mermaid Syntax Lint Healer
GenPark Markdown Mermaid Syntax Lint Healer
alphaparkinc

LLM output Mermaid diagram linting, unquoted bracket healing, and syntax normalization engine

7Developer Tools
G
GenPark Markdown Table AST Normalizer
GenPark Markdown Table AST Normalizer
alphaparkinc

AST-based Markdown table normalizer rebalancing columns, padding, and exporting clean RFC 4180 CSV a

7Developer Tools
G
GenPark Merkle DAG State Verifier
GenPark Merkle DAG State Verifier
alphaparkinc

Cryptographic Merkle tree verification engine for agent state transitions, tool call histories, and

7Security
G
GenPark Multi-Agent Borda Voting Consensus
GenPark Multi-Agent Borda Voting Consensus
alphaparkinc

Positional Borda Count voting and weighted multi-agent consensus engine resolving conflicting model

7AI & Agents
G
GenPark Multi-Source OpenAPI Router Mesh
GenPark Multi-Source OpenAPI Router Mesh
alphaparkinc

Aggregates multiple OpenAPI specifications into a unified virtual routing mesh with service namespac

7Developer Tools
8341–8400 of 65,380

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.