MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35301
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
35302
JagadeeshMaroju
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
35303
vitalinguist
Provides Ukrainian language grammar checking, surzhyk detection, authentic phra…
35304
ColinHughes2121
omnicall-mcp Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
35305
brmh
A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instag…
N/A N/A
35306
mohn93
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
35307
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
35308
kelvinsinferno
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
N/A N/A
35309
ghostiee-11
An MCP server that enables AI assistants to create interactive visualizations, …
N/A N/A
35310
martinhillebrand
Enables machine learning data preprocessing pipeline creation and model trainin…
N/A N/A
35311
oxbshw
watch-skill Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
35312
JWears
Exposes multiple local documentation folders to AI assistants via tools for lis…
N/A N/A
35313
alsaeed3
ft_mcp Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
N/A N/A
35314
jagduvi1
Public wine registry and guides: search wines, grapes, regions, appellations. N…
35315
nicholaspsmith
Glancey Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
N/A N/A
35316
jiangnuonnuo
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
N/A N/A
35317
mateus-gondev
MCP Serve Claim
Enables natural language management of clients and products via a chat interfac…
N/A N/A
35318
marcossei22
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
35319
rmdes
micropub-mcp Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
N/A N/A
35320
shawndrake2
tigerweb Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
N/A N/A
35321
treesoop
ai-news-mcp Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
35322
MaryamZi
Enables retrieval-augmented generation by embedding queries with a chosen provi…
35323
songcaiya
Provides comprehensive computer control capabilities including mouse and keyboa…
N/A N/A
35324
Velmuruganms12
Enterprise support ticket system using FastMCP server with Redis for persistent…
35325
closermethod
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
N/A N/A
35326
gps-prasad
Enables AI assistants to manage Okta users, groups, applications, policies, and…
35327
thanhhien2510kt
An MCP server that enables Claude to read Jira user stories, search Confluence …
N/A N/A
35328
Haimantika
A simple MCP server that provides a tool to get the current server time and a r…
N/A N/A
35329
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
35330
404Yeti
A reusable MCP server for QA automation testing that enables running tests acro…
N/A N/A
35331
yansircc
mcp-wp Claim
A full control with your WP site
N/A N/A 95
35332
Zhangyoupeng1996
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
N/A N/A
35333
xsluck
A model context protocol server for Deepin Linux, providing system control, fil…
N/A N/A
35334
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
35335
UnbearableDev
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
35336
dgtalquantumleap-ai
WhatsApp booking, staff coordination, and invoice recovery for services.
N/A N/A 81
35337
henrique-coder
An advanced, high-performance Python client, MCP server, and REST API for rever…
N/A N/A
35338
mksby
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
35339
NicolasVautrin
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
N/A N/A
35340
tr4m0ryp
Enables testing AI safety classifier robustness against query decomposition, ob…
35341
formswrite
Enables LLMs to convert documents to Google Forms, edit questions, list and pub…
35342
globalsearchdata
Free — no API key required. Enrich by domain or name. Country, contacts, social…
35343
ProSuite
prosuite-mcp Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
35344
TheOctMind
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
35345
SmartAI
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
N/A N/A
35346
markswendsen-code
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
N/A N/A
35347
Themetralla3000
Generates PowerPoint presentations from templates using AI, injecting text and …
N/A N/A
35348
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
N/A N/A 83
35349
khalidSAT
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
N/A N/A
35350
ASGDeveloper
Enables searching through 1C:Enterprise configuration source code (XML+BSL) wit…
N/A N/A
Showing 35301–35350 of 64698 servers
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