MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35451
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
35452
cyanheads
Search foods, compare nutrients, and look up the full USDA FoodData Central dat…
N/A N/A
35453
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
81
35454
Detective-XH
DocGraph Claim
MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite k…
N/A N/A
35455
andychongyz
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
35456
CROCODILE-CESM
MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log…
N/A N/A
35457
Swarsel
crowdsec-mcp Claim
A read-only MCP server that exposes CrowdSec decisions and alerts via the LAPI.…
35458
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
35459
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
35460
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
35461
islem-zaraa
Enables AI assistants to create and manipulate PowerPoint presentations program…
N/A N/A
35462
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
35463
EmperorMew
83 tools: censorship intelligence (119 countries) + E2E encrypted agent messagi…
N/A N/A 95
35464
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
35465
ezhuk
Enables LLM agents to securely monitor and control MQTT devices for building au…
35466
valu-digital
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
N/A N/A
35467
OlegRadinuk
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
N/A N/A
35468
Neji402
engedi Claim
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via…
N/A N/A
35469
kyusik-yang
MCP server for the Korean National Assembly Open API, enabling querying of bill…
35470
FireBall1725
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
35471
DerDoPhil
Enables AI agents to perform complex crypto operations like cross-chain routing…
35472
corewebvitals
coredash Claim
Real User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from r…
35473
aerovfx
Colab MCP Claim 1
An MCP server that bridges local AI agents to Google Colab notebooks, enabling …
N/A N/A 95
35474
miticojo
Connects AI coding assistants to Google Cloud Discovery Engine APIs for semanti…
35475
jadchene
MCP Gateway Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
N/A N/A
35476
shebe Claim
Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search late…
N/A N/A 95
35477
conorbronsdon
OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Rea…
N/A N/A
35478
ANHQ280
myinvois-mcp Claim
Malaysian LHDN e-invoicing (MyInvois) compliance rules: scope, validation, chan…
N/A N/A
35479
runapi-ai
imagen-4-mcp Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
35480
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
35481
jerry2247
admob-mcp Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
N/A N/A
35482
lzmd66
A lightweight MCP service that provides clean, spam-free search results for AI …
N/A N/A
35483
Dalydoo
youbank-mcp Claim
Enables AI agents to query a personal knowledge vault with hybrid search, entit…
35484
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
N/A N/A
35485
aoyn1xw
firsty-mcp Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
N/A N/A
35486
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
35487
guangxiangdebizi
A Model Context Protocol server that analyzes webpage design structures, provid…
35488
biplav-crl
Backs your AI coding agent's memories, skills, and settings to CockroachDB with…
N/A N/A
35489
CypherPotato
Browser MCP Claim
Enables MCP clients to control a real local browser window for web automation t…
N/A N/A
35490 N/A N/A 95
35491
tickiti
tickiti-mcp Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
35492
Pritish053
Provides image generation, modification, and analysis capabilities using Google…
35493
seraphinerenard
mcp-csv-analyst Claim 1
An MCP server that enables AI assistants to load, query, and analyze local CSV …
N/A N/A 95
35494
philgebauer
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
35495
Jasper0122
Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS M…
N/A N/A
35496
lazymac2x
Algorithmic text and NLP analysis server providing sentiment, readability, keyw…
N/A N/A
35497
gentry-ai-bot
contentforge Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
N/A N/A 95
35498
devndesigner6
unsubly Claim
MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…
35499
Create narrated presentations from HTML, poll build status, list them, read one…
67
35500
RaphaelRegnier
MCP server that exposes web page annotations to AI coding agents, enabling auto…
N/A N/A
Showing 35451–35500 of 66549 servers
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