mcpField

MCP Servers

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

All

G
GenPark Multimodal Chart Data Point Extractor
GenPark Multimodal Chart Data Point Extractor
alphaparkinc

Calibrate chart axes and convert bar or scatter pixel coordinates to data values

7Data & Analytics
G
GenPark OpenAPI Spec to MCP Tool Synthesizer
GenPark OpenAPI Spec to MCP Tool Synthesizer
alphaparkinc

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

7Developer Tools
G
GenPark PII Redactor & Data Masker
GenPark PII Redactor & Data Masker
alphaparkinc

Regex and Luhn heuristic PII redaction and tokenization engine sanitizing sensitive emails, phones,

7Security
G
GenPark Priority Event Scheduler Queue
GenPark Priority Event Scheduler Queue
alphaparkinc

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

7AI & Agents
G
GenPark Prompt Drift Semantic Fingerprint
GenPark Prompt Drift Semantic Fingerprint
alphaparkinc

Prompt template drift and structural fingerprint sentinel detecting unauthorized prompt mutations an

7AI & Agents
G
GenPark Prompt Injection Canary Leak Sentinel
GenPark Prompt Injection Canary Leak Sentinel
alphaparkinc

HMAC-signed zero-width invisible canary token generator and output response leak auditor

7Security
G
GenPark RAG Semantic Boundary Chunker
GenPark RAG Semantic Boundary Chunker
alphaparkinc

Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs

7Memory & Knowledge
G
GenPark Realtime Voice Agent Latency Telemetry
GenPark Realtime Voice Agent Latency Telemetry
alphaparkinc

Voice pipeline timestamp telemetry profiler and percentile latency calculator

7Data & Analytics
G
GenPark Recursive JSON Schema Healer
GenPark Recursive JSON Schema Healer
alphaparkinc

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

7Developer Tools
G
GenPark Red-Black Tree Index
GenPark Red-Black Tree Index
alphaparkinc

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

7Developer Tools
G
GenPark Redact Unredact Session Vault
GenPark Redact Unredact Session Vault
alphaparkinc

Bidirectional in-memory sensitive vault and surrogate token masker protecting credentials in LLM pro

7Security
G
GenPark Reservoir Sampling Stream Auditor
GenPark Reservoir Sampling Stream Auditor
alphaparkinc

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

7Data & Analytics
G
GenPark Safe Eval Expression AST Sandbox
GenPark Safe Eval Expression AST Sandbox
alphaparkinc

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

7Developer Tools
G
GenPark Secure Secret Token Redactor
GenPark Secure Secret Token Redactor
alphaparkinc

High-speed regex and entropy-based scanner redacting API keys, JWT tokens, and credentials

7Security
G
GenPark SemVer Dependency Resolver Agent
GenPark SemVer Dependency Resolver Agent
alphaparkinc

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

7Developer Tools
G
GenPark Sliding Log Rate Limiter
GenPark Sliding Log Rate Limiter
alphaparkinc

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

7Developer Tools
G
GenPark Sliding Window Rate Anomaly Detector
GenPark Sliding Window Rate Anomaly Detector
alphaparkinc

Real-time streaming sliding-window anomaly and burst detector using z-score and EWMA for spikes

7Data & Analytics
G
GenPark SQL Injection AST Taint Analyzer
GenPark SQL Injection AST Taint Analyzer
alphaparkinc

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

7Security
G
GenPark Streaming NDJSON & JSONL Schema Validator
GenPark Streaming NDJSON & JSONL Schema Validator
alphaparkinc

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

7Developer Tools
G
GenPark Structured Data Mask Reconstruction Guard
GenPark Structured Data Mask Reconstruction Guard
alphaparkinc

Deterministic reversible tabular and JSON record anonymizer and de-identification guard with HMAC

7Security
G
GenPark Token Bucket Traffic Shaper
GenPark Token Bucket Traffic Shaper
alphaparkinc

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

7AI & Agents
G
GenPark Tool Call Latency Profiler Metrics
GenPark Tool Call Latency Profiler Metrics
alphaparkinc

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

7Data & Analytics
G
GenPark Tri-State Circuit Breaker Router
GenPark Tri-State Circuit Breaker Router
alphaparkinc

Tri-state circuit breaker router managing LLM provider failure cascades, sliding error windows, and

7AI & Agents
G
GenPark Trie Prefix Keyword Matcher
GenPark Trie Prefix Keyword Matcher
alphaparkinc

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

7AI & Agents
G
GenPark Two-Phase Commit Coordinator
GenPark Two-Phase Commit Coordinator
alphaparkinc

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

7AI & Agents
G
GenPark Vector Embedding Cache Deduplication Sentinel
GenPark Vector Embedding Cache Deduplication Sentinel
alphaparkinc

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

7Developer Tools
G
GenPark Voice Turn-Taking Endpoint Detector
GenPark Voice Turn-Taking Endpoint Detector
alphaparkinc

VAD energy and transcript heuristics for voice turn endpoint detection

7Media & Design
G
GenPark Weighted Round Robin Balancer
GenPark Weighted Round Robin Balancer
alphaparkinc

Nginx-style smooth weighted round-robin load balancer with dynamic weight adjustment for multi-LLM r

7AI & Agents
A
altmetric-mcp
altmetric-mcp
altmetric

MCP server for Altmetric APIs to track research attention across news, policy, social media, and more

7Science & Education
T
Tableau Workbook Auditor
Tableau Workbook Auditor
andey0Saikiran

Local-only Tableau .twbx audit: lineage, unused fields, duplicate calcs, SQL, version diffs

7Data & Analytics
A
Angel One Mcp Server
Angel One Mcp Server
bhavesh0009

Angel One MCP Trading Assistant.

7Finance
D
docsift
docsift
anishmoncivarghese

Convert a document once, then get back only the passages that answer a question

7Memory & Knowledge
C
Call Copilot
Call Copilot
AnisurRahmann

Search and read locally-recorded meeting transcripts over stdio. Read-only, no network

7Communication
A
ais
ais
Anode1

Memory for agents and people: exact recall from a plain-text index, by your own keys

7Memory & Knowledge
M
mac-use-mcp
mac-use-mcp
antbotlab

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

7Developer Tools
A
APIMatic Validator MCP Server
APIMatic Validator MCP Server
apimatic

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

7Developer Tools
A
Appcrane
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.

7Developer Tools
A
Apple Ads Mcp
Apple Ads Mcp
Happygallo

MCP server for Apple Search Ads API v5 — manage campaigns, keywords, budgets, and reports through AI assistants

7Other
A
Apple Notes Mcp
Apple Notes Mcp
disco-trooper

MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.

7Memory & Knowledge
A
Appnova App Store Connect Mcp
Appnova App Store Connect Mcp
alperduzgun

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

7Developer Tools
A
Appstore Mcp Server
Appstore Mcp Server
drewster99

Searches and scrapes the app store. Research apps, rankings, keywords, and dump detailed app metadata. Great if you want to compare other apps to your own. FYI, the project is also a CLI for macOS

7Business & Marketing
M
MCP Server Template
MCP Server Template
stevennevins

No description yet

7Developer Tools
A
archstone
archstone
Archstone-Romania

Compile your own business capabilities from declarative YAML and serve them as MCP tools.

7Developer Tools
A
Argus
Argus
Khamel83

One endpoint, five search providers. Argus routes queries across SearXNG, Brave, Serper, Tavily, and Exa with automatic fallback, RRF result ranking, health tracking, and budget enforcement. Extract clean text from any URL. Remember prior queries for smarter follow-ups. Zero exte

7Search
H
HefestoAI
HefestoAI
artvepa80

HefestoAI checks AI-generated code before you ship it.

7Developer Tools
K
Kshana PNT-resilience simulator
Kshana PNT-resilience simulator
ashfordeOU

Validated Kshana PNT simulator: orbits, GNSS, fusion, receiver trust, interference maps

7Science & Education
Y
Yandex Wordstat MCP
Yandex Wordstat MCP
askads

MCP server for Yandex Wordstat API: top & related queries, demand dynamics and regions

7Business & Marketing
M
mcp-state-sidecar
mcp-state-sidecar
askadvaith

MCP State Sidecar: durable state persistence for multi-agent AI workflows

7AI & Agents
A
Atlassian Cli
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

7Developer Tools
A
Awesome DevOps MCP Servers
Awesome DevOps MCP Servers
derisk-ai

MCP Servers in the DevOps domain

7Cloud & Infra
A
AWS MCP Server with Agno Agent
AWS MCP Server with Agno Agent
skjortan23

Query your AWS environment with natural language

7Cloud & Infra
A
aX
aX
ax-platform

Agent-native collaboration network: orchestrate a team of long-running agents from any MCP client

7AI & Agents
T
Türk Hukuku Mevzuat
Türk Hukuku Mevzuat
aydincan

MCP server that opens the current official text of Turkish legislation (mevzuat.gov.tr) to AI

7Legal & Government
A
ArchSmith
ArchSmith
ayeshLK

Render and validate ArchSmith architecture diagrams from a governed JSON IR

7Developer Tools
Y
Yapitalism
Yapitalism
AytuncYildizli

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

7AI & Agents
S
slivingdoc
slivingdoc
baalimago

Durable context for agents and people: shared notes with Git-style merges, no silent overwrites

7Memory & Knowledge
C
camoufox-mcp
camoufox-mcp
baixianger

Anti-detection browser automation with Camoufox, stealth Firefox for web scraping

7Browser Automation
B
bugherd-mcp
bugherd-mcp
Berckan

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

7Productivity
B
Bluesky MCP Server
Bluesky MCP Server
semioz

MCP server for Bluesky. featured in official MCP server repo.

7Social Media
V
VIVATLAS
VIVATLAS
bobpanil

Self-hosted catalogue of your skills, agents and MCP servers, searchable by meaning over MCP

7Search
8401–8460 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.