MCP Servers

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Agentbay

Michael98671

Overview

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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

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Raven

ravenmcp.ai

Design intelligence for coding agents: audits, design systems, and a taste profile agents consult

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opentalk2html-notmd

Aimino-Tech

MCP server for HTML generation from AI agents

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genpark-jitter-buffer

Alpha-Park

Packet ordering simulation and inter-arrival jitter telemetry

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genpark-voice-vad

Alpha-Park

Energy and transcript heuristics for voice turn endpoint detection

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GenPark Adaptive Exponential Backoff with Jitter Retry

alphaparkinc

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

G

GenPark Aho-Corasick Multi-Pattern Matcher

alphaparkinc

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

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GenPark AST Diff Semantic PR Summarizer

alphaparkinc

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

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GenPark Audio Packet Jitter Resilience Buffer

alphaparkinc

Adaptive WebRTC jitter buffer simulation and inter-arrival jitter telemetry

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GenPark Circuit Breaker Fault Sentinel

alphaparkinc

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

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GenPark Concurrency Semaphore Guard

alphaparkinc

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

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GenPark Consistent Hash Ring Router

alphaparkinc

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

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GenPark Distributed Deadlock Wait-For-Graph Detector

alphaparkinc

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

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GenPark Distributed ID Snowflake Generator

alphaparkinc

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

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GenPark Distributed Lease Lock Coordinator

alphaparkinc

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

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GenPark Exponential Backoff Jitter Retry

alphaparkinc

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

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GenPark Git Commit Conventional Semantic Linter

alphaparkinc

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

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GenPark Graph Cycle Deadlock Detector

alphaparkinc

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

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GenPark JSON Pointer Patch Delta

alphaparkinc

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

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GenPark JSON-RPC Batch Pipelining Dispatcher

alphaparkinc

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

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GenPark JSON Schema Contract Validator

alphaparkinc

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

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GenPark Levenshtein Fuzzy Tool Matcher

alphaparkinc

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

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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

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GenPark LRU TTL Multi-Tier Cache

alphaparkinc

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

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GenPark Markdown Mermaid Syntax Lint Healer

alphaparkinc

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

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GenPark Markdown Table AST Normalizer

alphaparkinc

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

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GenPark Multi-Source OpenAPI Router Mesh

alphaparkinc

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

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GenPark OpenAPI Spec to MCP Tool Synthesizer

alphaparkinc

Inspect OpenAPI 3.0 specs and synthesize schema-compliant Model Context Protocol tool declarations w

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GenPark Priority Event Scheduler Queue

alphaparkinc

Min-heap priority event scheduler and delayed task dispatcher for asynchronous multi-agent coordinat

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GenPark Recursive JSON Schema Healer

alphaparkinc

Recursive JSON schema validator and autonomous healer repairing type mismatches, missing defaults, a

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GenPark Red-Black Tree Index

alphaparkinc

Self-balancing Red-Black binary search tree engine for ordered indexing, range queries, and log-time

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GenPark Reservoir Sampling Stream Auditor

alphaparkinc

O(k) space unbiased stream reservoir sampling and quantile estimation engine for LLM telemetry and h

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GenPark Safe Eval Expression AST Sandbox

alphaparkinc

Zero-dependency AST safe mathematical and boolean expression evaluator and validator

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GenPark SemVer Dependency Resolver Agent

alphaparkinc

Semantic Versioning 2.0.0 range matcher and dependency tree resolver for multi-agent toolkits and pl

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GenPark Sliding Log Rate Limiter

alphaparkinc

Microsecond-precision sliding window log rate limiter preventing boundary burst exploitation

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GenPark SQL Injection AST Taint Analyzer

alphaparkinc

Dynamic SQL AST taint tracking and static vulnerability auditor detecting tautology injections

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GenPark Streaming NDJSON & JSONL Schema Validator

alphaparkinc

Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing

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GenPark Token Bucket Traffic Shaper

alphaparkinc

Token bucket traffic shaper with smooth replenishment and burst capacity for LLM tool call throttlin

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GenPark Tool Call Latency Profiler Metrics

alphaparkinc

High-resolution MCP tool call latency profiler and P50/P90/P95/P99 telemetry metrics collector

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GenPark Trie Prefix Keyword Matcher

alphaparkinc

High-performance in-memory Trie and multi-keyword search engine for prompt routing and entity extrac

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GenPark Two-Phase Commit Coordinator

alphaparkinc

Distributed Two-Phase Commit (2PC) transaction coordinator for atomic multi-agent state mutations wi

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GenPark Vector Embedding Cache Deduplication Sentinel

alphaparkinc

High-dimensional vector embedding semantic SimHash deduplication sentinel with LRU cache simulation

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mac-use-mcp

antbotlab

Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS 13+

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APIMatic Validator MCP Server

apimatic

APIMatic Validator MCP Server for validating OpenAPI specs via APIMatic's API with MCP.

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Appcrane

gitayg

AppCrane is the self-hosted home for the apps your AI builds and your AI deploys. It exposes 35 appcrane_* MCP tools so any MCP client (Claude Code, Cursor, Codex) can run the full deploy lifecycle — create app, deploy to sandbox/production, manage secrets, stream logs, list releases.

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Appnova App Store Connect Mcp

alperduzgun

App Store Connect MCP server — analytics, reviews, metadata, subscriptions, IAPs, TestFlight, bundle ID capabilities

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MCP Server Template

stevennevins

No description yet

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HefestoAI

artvepa80

HefestoAI checks AI-generated code before you ship it.

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designfit

as9978

Validate AI-built front-ends against Figma by tokens and geometry, not pixels

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Atlassian Cli

putcho01

Single-binary MCP server and CLI for Jira and Confluence. CI/CD-friendly, context-efficient, supports both Cloud and Server/DC.Copy

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ArchSmith

ayeshLK

Render and validate ArchSmith architecture diagrams from a governed JSON IR

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Yapitalism

AytuncYildizli

Drive terminal coding agents by voice, with receipts that never claim more than they proved

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bugherd-mcp

Berckan

BugHerd API v2 integration: 37 tools for projects, tasks, comments and webhooks

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recovery-probe

BojanKovachki

Fail reads in web and Electron test apps, inspect recovery, and compare before/after evidence.

B

BrasilAPI MCP Server

mauricio-cantu

A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources

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BullMQ MCP

adamhancock

A comprehensive BullMQ MCP (Model Context Protocol) server for managing BullMQ Redis-based job queues. This BullMQ MCP integration enables Claude Code and other AI assistants to interact with BullMQ queues, monitor job status, manage workers, and perform queue operations through

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ivygrep

bvolpato

Local code search and task context packs for coding agents

C

Carrick

carrick-tools

TypeScript codebase intelligence for AI agents and IDEs, across every service and repo

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ai-architect-mcp-codebase

cdeust

Codebase intelligence MCP that indexes any repo into a property graph; 26 tools for agents