MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61751
samuelsan95
Enables fetching daily news summaries from multiple RSS feeds, with tools to ad…
N/A N/A
61752
tharun99856
Enables multi-modal travel planning for India, aggregating flights, trains, bus…
61753
DevvGwardo
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
N/A N/A
61754
beiwater
Enables AI agents to generate and iteratively refine images, audio, and video t…
61755
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
61756
cubicecho
Converts a GraphQL schema into MCP tools, allowing AI to discover and call Grap…
61757
zilibobi
Enables AI agents to interact with the VFX Forge Roblox plugin for creating and…
N/A N/A
61758
mcp-servers-for-revit
Enables Large Language Models to access and manipulate Autodesk Revit models th…
N/A N/A
61759
moltizmo
Smriti Claim
Local-first persistent memory for AI agents via MCP, enabling semantic search a…
N/A N/A
61760
86755crj
n7n Claim
N/A N/A 95
61761
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
81
61762
commune-dev
commune-mcp Claim
Enables AI agents to read, send, and manage email and SMS through Commune's API.
61763
henols
Enables AI-powered control and debugging of Commodore 64 programs via the VICE …
N/A N/A
61764
tulovec96
Enables AI agents to interact with and control Roblox Studio instances in real-…
N/A N/A 95
61765
a2a-settlement
Enables trust, reputation, and economic accountability for MCP by proxying betw…
N/A N/A
61766
ShapeGames
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
61767
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
61768
DorukYelken
mdbp-server Claim
Enables AI systems to securely query databases using structured intents (MDBP) …
61769
pipeworx-io
mcp-boe-uk Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
61770
andrewgazelka
arc-mcp Claim
Enables semantic browser automation for the Arc browser, allowing users to perf…
N/A N/A
61771
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
81
61772
bdog720
Oraclarr Claim
Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Pr…
N/A N/A
61773
dcerecedo
eurostat-mcp Claim
Exposes the Eurostat Statistics API, enabling LLMs to discover, explore, and re…
N/A N/A
61774
manish-coder-1007
A MCP server for Metabase that gives AI assistants direct access to dashboards,…
61775
AlexlaGuardia
Enables AI assistants to manage ActiveCampaign CRM, marketing automation, and c…
61776
SolonaBot
MCP server for Google Docs integration with comprehensive document operations s…
N/A N/A
61777
Autario
autario-mcp Claim
Search, query, and publish charts across 2,300+ verified public datasets (World…
61778
sat0ps
Provides AI agents with real-time access to live Azure infrastructure, includin…
61779
Bhargavi-hash
An MCP server that connects Claude Desktop to PoetryQuill's live Supabase datab…
61780
saihiteesh
MCP Atlassian Claim 1
A Model Context Protocol server that enables interaction with Atlassian product…
N/A N/A 95
61781
MagnusCole
mcp-unify Claim
Unifies multiple MCP servers behind a single endpoint with lazy loading, auto-c…
61782
redirhub
Control every redirect from your AI assistant. Create, update, test, and monito…
61783
kanishkvardan
metaagent Claim
N/A N/A 95
61784
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
61785
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
61786
ytthuan
Enables AI agents to interact with PowerPoint presentations through natural lan…
N/A N/A
61787
Kogollones
Extended MCP server for Discord with advanced server management capabilities in…
61788
BalaGanaparthi
An MCP server for managing Okta users (CRUD operations) with full OAuth 2.1 com…
N/A N/A
61789
ludoplex
Provides full access to Zoho Mail accounts, enabling email search, read, send, …
N/A N/A
61790
danielJL-altius
Enables cross-store price comparison and recipe-driven cart automation for Isra…
N/A N/A
61791
xiaobenyang-com
bazi Claim
生成八字排盘,支持公历或农历输入。根据八字反推可能的公历时间,帮助定位出生时刻。查询指定日期的黄历宜忌与节气,辅助择日与规划。
N/A N/A 95
61792
aalokjha-gits
Memory MCP Claim
Provides AI agents with persistent, searchable memory using semantic search, au…
N/A N/A
61793
you922
Enables AI-powered multi-account Telegram management with over 123 tools for me…
61794
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
61795
kmandana
DevNarrate Claim
MCP server for developer workflow automation — smart commits, secret scanning, …
N/A N/A
61796
harlley
Enables to manage Storyblok components through natural language descriptions, i…
61797
mattcoatsworth
Provides comprehensive tools and resources for managing Klaviyo marketing autom…
61798
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
81
61799
capsulerun
bash Claim
Sandboxed bash for agents. Run untrusted commands in WebAssembly sandboxes with…
N/A N/A
61800
octotrip
Free, no-login rental car search with real-time pricing.
Showing 61751–61800 of 62098 servers