MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35401
UpstageAI
mcp-upstage Claim
Enables AI assistants to extract and structure content from documents (PDFs, im…
N/A N/A
35402
Chris-June
A sophisticated AI-powered server providing intelligent, context-aware conversa…
35403
iceener
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
35404
Lupiita4
Enables sending and managing emails via Postmark, including email delivery with…
N/A N/A
35405
bahri-hirfanoglu
mcpify Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
35406
KultivatorConsulting
This MCP server connects AI agents to a PiKVM device, enabling full keyboard, m…
35407
rulecom
mcp-rule Claim
MCP server for Rule.io marketing automation platform. Enables managing subscrib…
35408
andresfortunato
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
N/A N/A
35409
sudenlee
Enables AI agents to query MongoDB databases and project management REST APIs t…
81
35410
pipeworx-io
mcp-gdacs Claim
Enables querying global disaster alerts from GDACS including earthquakes, tropi…
35411
RCOLKITT
Enterprise certification for codebases with multi-agent security, reliability, …
N/A N/A 95
35412
sebastianall1977
gmail-mcp6 Claim
N/A N/A 95
35413
blue03183
Centralized MCP server for spec-driven AI agent workflows, enabling isolated fe…
N/A N/A
35414
chipsxp
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
N/A N/A
35415
darkiceinteractive
Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage …
N/A N/A
35416
echoes-io
Enables AI integration with the Echoes storytelling platform, providing narrati…
N/A N/A
35417
tskovlund
mcp-score Claim
AI-powered music notation server that lets you create and edit scores using nat…
N/A N/A
35418
tae0y
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
N/A N/A
35419
markelaugust74
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
N/A N/A
35420
RagavRida
AgentMailbox Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
N/A N/A
35421
diana.jinhyeon
tt Claim
N/A N/A 95
35422
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
35423
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
N/A N/A
35424
cuongnguyenta
Enables AI assistants to control Mac sleep settings by preventing sleep for con…
N/A N/A
35425
caitlyn-ai
Exposes OpenAPI specifications as queryable documentation resources for LLMs, e…
35426
TXAVLOG
Txa_MCP Claim
Professional local context management and system diagnostic tools for AI IDEs (…
N/A N/A
35427
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
N/A N/A
35428
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
35429
elastic
Provides AI coding agents with structured access to indexed codebases via seman…
35430
atenkai
Fashion Claim
Create professional-quality fashion product photography, on-model shots, and ed…
81
35431
Ansh-Wappnet
Enables programmatic interaction with Gmail using OAuth 2.0 authentication, all…
35432
3xcaffeine
VaultAssist Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
35433
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
N/A N/A
35434
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
35435
temurkhan13
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
N/A N/A
35436
cyanheads
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
35437
eduard256
MCP server for Ozon marketplace that enables AI assistants to search products, …
35438
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
35439
zueai
Enables the creation and deployment of API-based MCP tools for Cursor Agent usi…
81
35440
svnstfns
A Model Context Protocol (MCP) server that enables AI assistants to manage True…
35441
pingidentity
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
N/A N/A
35442
tilfin
Provides a serverless implementation of the Model Context Protocol for register…
35443
Dalydoo
youbank-mcp Claim
Enables AI agents to query a personal knowledge vault with hybrid search, entit…
35444
StealthyLabsHQ
Local-first MCP server for Power BI Desktop automation. Automate semantic model…
N/A N/A
35445
BrandonStudio
SearXNG-MCP Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
35446
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
35447
xue20010808
testlocal Claim
N/A N/A 95
35448
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
N/A N/A 95
35449
team-headstart
Enables AI assistants to query, search, and analyze LinkedIn profiles from the …
35450
findicd10
search Claim
N/A N/A 95
Showing 35401–35450 of 43634 servers
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