MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52051 |
Apstra MCP Server
Claim
Enables natural language management of Juniper Apstra datacenter networks, incl…
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| 52052 |
Provides real-time access to Japanese building standards laws and regulations f…
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| 52053 |
diagram-ai-generator
Claim
Professional AI-powered architecture diagram generator with multi-cloud support…
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| 52054 |
xendit-mcp
Claim
MCP server for Xendit payment gateway (Indonesia/Philippines) that provides too…
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| 52055 |
kwork-mcp
Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
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| 52056 |
openapi-to-mcp
Claim
A minimal MCP server that auto-generates tools from your OpenAPI spec, optimize…
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| 52057 |
Pretty Prompt MCP Server
Claim
Exposes tools to list and save prompts from the Pretty Prompt library, enabling…
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| 52058 |
stelaspace-mcp
Claim
Publish AI-generated HTML (dashboards, reports, docs) to permanent, sandboxed, …
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| 52059 |
OpenPitch
Claim
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook…
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| 52060 |
mockscreenshots-mcp
Claim
Compose fake chat conversations and receive deep links to a pre-filled generato…
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| 52061 |
mcp-gtin
Claim
Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A,…
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| 52062 |
testCal
Claim
Enables users to get and set meeting appointments in Google Calendar.
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| 52063 |
mcp-sql
Claim
An extensible read-only MCP server for SQL databases, enabling schema explorati…
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| 52064 |
jlceda-mcp-server
Claim
Enables AI coding assistants to control JLCPCB EDA for PCB automation, exposing…
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| 52065 |
MCP Learning Server
Claim
A learning-focused MCP server that provides tools for current time, arithmetic,…
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| 52066 |
pdf-merge-ai-mcp
Claim
pdf-merge-ai-mcp MCP server by MEOK AI Labs
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| 52067 |
A modern MCP server that provides Claude Desktop with the ability to store and …
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| 52068 |
Minimal MCP server for testing client support for resources/subscribe and notif…
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| 52069 |
Couchbase MCP Server
Claim
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
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| 52070 |
FinData
Claim
MCP server providing professional financial data access for LLMs through provid…
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| 52071 |
mcp-nosdeputes-fr
Claim
Enables querying the French National Assembly data, including deputies, interve…
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| 52072 |
Project Telos
Claim
Local-first MCP tools for AI-assisted work receipts, workspace maps, routing le…
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| 52073 |
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
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| 52074 |
shokunin
Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
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| 52075 |
알림장 비서
Claim
Helps school, academy, kindergarten, and club operators quickly generate notice…
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| 52076 |
A sophisticated MCP server providing powerful file search capabilities includin…
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| 52077 |
brightdata-mcp
Claim
Discover, extract, and interact with the web - one interface powering automated…
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| 52078 |
PointsYeah MCP Server
Claim
Enables award flight search across 20+ airline programs using PointsYeah, with …
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| 52079 |
MCP4Acumatica
Claim
Enables Claude to interact with Acumatica ERP through a remote MCP server with …
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| 52080 |
memlawb
Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
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| 52081 |
grok-oauth-mcp
Claim
Enables local MCP clients to interact with xAI Grok through OAuth PKCE, support…
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| 52082 |
Recast MCP
Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
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| 52083 |
Enables AI assistants to capture screenshots of any public URL, returning image…
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| 52084 |
lasuite-docs-mcp
Claim
MCP server for LaSuite Docs API, enabling operations like list, read, create, u…
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| 52085 |
mcp-azureland
Claim
Enables AI agents to manage AzurLaneAutoScript (ALAS) automation: start/stop pr…
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| 52086 |
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
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| 52087 |
shohei
Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
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| 52088 |
MCP File Contents Reader
Claim
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
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| 52089 |
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
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| 52090 |
LyricsGenius MCP Server
Claim
An MCP server that enables searching Genius.com for artists, songs, and albums,…
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| 52091 |
slugify-ai-mcp
Claim
slugify-ai-mcp MCP server by MEOK AI Labs
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| 52092 |
gtr-mcp
Claim
An MCP server that wraps git-worktree-runner to enable AI agents to manage git …
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| 52093 |
sendblue-mcp
Claim
Enables AI agents to send SMS/iMessage and check replies via Sendblue API using…
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| 52094 |
Clark MCP Server
Claim
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
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| 52095 |
you-mcp-server
Claim
Enables deep research and web search via You.com API from any MCP client, with …
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| 52096 |
DataForSEO MCP Server
Claim
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
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| 52097 |
SAOS MCP
Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
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| 52098 |
SuperBox Executor
Claim
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
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| 52099 |
Drivara
Claim
Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit …
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| 52100 |
CENDOJ MCP Server
Claim
Enables users to search Spanish judicial rulings and extract text from resoluti…
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