MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow GENESIS ProofRelay MCP Verifier| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50251 |
Hosted MCP
Claim
Provide a hosted environment for Model Context Protocol applications.
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| 50252 |
mcp-server-max
Claim
A Model Context Protocol server for Max messenger that lets AI assistants send …
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| 50253 |
Enables semantic search across the Arke Institute's extensive archive of NARA r…
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| 50254 |
interview-mcp-server
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Intelligent interview assistant that parses resumes, generates interview questi…
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| 50255 |
Renfe MCP Server
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Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 50256 |
Secure MCP Server
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Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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| 50257 |
Scopecraft Command
Claim
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
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| 50258 |
color-ai-mcp
Claim
color-ai-mcp MCP server by MEOK AI Labs
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| 50259 |
naver-search-mcp
Claim
설명
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| 50260 |
fractal-thesis
Claim
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| 50261 |
Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
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| 50262 |
An MCP server for checking architectural designs against Vastu principles, inte…
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| 50263 |
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
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| 50264 |
Google Tasks MCP Server
Claim
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
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| 50265 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 50266 |
tlgrm
Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
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| 50267 |
Jira MCP Server
Claim
Custom MCP server for interacting with Jira, supporting issue management, searc…
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| 50268 |
Enables location-based services such as geocoding, reverse geocoding, finding n…
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| 50269 |
chaprola
Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
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| 50270 |
logicnodes-mcp-bridge
Claim
Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call…
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| 50271 |
Xahau MCP
Claim
First MCP for the Xahau network — offline Hook WASM VM + static analyzer, read-…
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| 50272 |
mcp-fdsnws-event
Claim
An MCP server for querying the FDSN Web Service Event APIs of multiple seismolo…
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| 50273 |
MCP Trenitalia
Claim
An MCP server for real-time Italian railway data, enabling natural language que…
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| 50274 |
nano-pdf-mcp
Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
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| 50275 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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| 50276 |
OpenSearch MCP Server
Claim
Enables AI assistants to interact with OpenSearch clusters for searching indice…
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| 50277 |
clickhouse-mcp
Claim
Enables SQL query execution on ClickHouse databases with per-request connection…
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| 50278 |
Pulse
Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
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| 50279 |
Medical MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for medical document proces…
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| 50280 |
milvus-mcp
Claim
MCP server for Milvus vector database enabling vector search, text search, and …
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| 50281 |
journal-rag
Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
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| 50282 |
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
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| 50283 |
mysql-mcp-server
Claim
Enables natural language interaction with MySQL databases through MCP, supporti…
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| 50284 |
agent-memory
Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
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| 50285 |
FlowDot MCP Server
Claim
Connect any MCP-compatible AI client to the entire FlowDot platform, enabling m…
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| 50286 |
@everhour/mcp-server
Claim
Provides complete integration with the Everhour API for time tracking, project …
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| 50287 |
CockroachDB MCP Server
Claim
Enables AI agents to manage, monitor, and query CockroachDB using natural langu…
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| 50288 |
Twitch MCP Server
Claim
Enables access to Twitch API data for retrieving channel statistics, viewership…
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| 50289 |
Memorised them All
Claim
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 50290 |
dlp-mcp
Claim
The DLP MCP provides the compliance violation in the one drive, google drive do…
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| 50291 |
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
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| 50292 |
mcp-pyatv
Claim
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
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| 50293 |
docjet-mcp
Claim
Render branded PDF documents (invoices, reports, certificates) and PNG social i…
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| 50294 |
dify
Claim
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| 50295 |
eda-mcp
Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
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| 50296 |
MCP-Context-Provider
Claim
Static server that provides persistent tool-specific context and rules for AI m…
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| 50297 |
Zephyr Scale MCP Server
Claim
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
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| 50298 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 50299 |
test
Claim
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| 50300 |
crosstabs-mcp
Claim
Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect s…
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