MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16401
dynatrace-oss
Dynatrace-mcp Claim 2 4
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities v…
F 25 66 86 70 0 100 55 83
16402
DankeyDevDave
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 55 72 0 40 72 99
16403
twilio-labs
Twilio MCP Server Claim 1
An implementation of the Model Context Protocol (MCP) server that exposes Twili…
F 25 66 90 66 0 72 81 89
16404
mtuckerb
Enables AI assistants to manage tasks within an Obsidian vault by listing, addi…
F 25 55 84 100 N/A 38 87 54
16405
SolonaBot
BlenderMCP Claim 2 3
An MCP server that enables AI models to directly control Blender for 3D modelin…
F 25 55 59 33 48 76 99
16406
gemini2026
A Model Context Protocol server that enables intelligent searching across docum…
F 25 55 61 82 79 82 93
16407
AceDataCloud
mcp-sora Claim 1
MCP server for OpenAI Sora AI video generation
F 25 55 84 0 72 80 100
16408
doitintl
DoiT MCP Server Claim 1 3
Provides LLMs with access to the DoiT API for managing cloud resources, analyzi…
F 25 55 92 41 75 82 40
16409
negraodenio
code-guard-ai Claim 1
The only Multi-LLM Compliance Engine (GPT-4o + Claude + DeepSeek). Auto-fix GDP…
F 25 54 84 43 N/A 66 90 89
16410
nuxt-modules
mcp-toolkit Claim 1
Create MCP servers directly in your Nuxt application. Define tools, resources, …
F 25 66 94 66 0 83 82 91
16411
AceDataCloud
mcp-seedance Claim 2
MCP server for ByteDance Seedance AI video generation
F 25 55 84 0 71 80 99
16412
robhicks
Browser MCP Bridge Claim 1
Bridges browser content, developer tools data, and web page interactions with C…
F 25 54 90 58 N/A 45 87 93
16413
jstibal
openterms-mcp Claim 1
Ed25519-signed consent receipts and programmable policy engine for AI agents. S…
F 25 66 80 43 0 46 76 92
16414
harrybin
Visuals MCP Server Claim 1 2
An MCP server that provides interactive visualizations including tables, charts…
F 25 54 75 56 39 89 90
16415
cseguinlz
doubletick-cli Claim 2 3
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
F 25 66 66 62 0 50 76 95
16416
jordanlyall
wc26-mcp Claim 1
FIFA World Cup 2026 data — 18 tools covering matches, teams, venues, city guide…
F 25 54 90 45 N/A 77 90 92
16417
AceDataCloud
mcp-nanobanana-pro Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 66 84 0 0 66 80 96
16418
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 55 66 100 23 80 49
16419
jlwainwright
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 55 72 41 40 76 91
16420
niko91i
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
F 25 55 63 70 41 76 94
16421
TripQi
Fast Context MCP Claim 2 3
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
F 25 54 86 71 N/A 50 88 94
16422
salesforcecli
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
F 25 54 78 58 N/A 87 94 75
16423
olostep
olostep-mcp-server Claim 1
Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch…
F 25 55 60 75 65 82 91
16424
Akrasia0
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
F 25 55 57 63 20 76 83
16425
georgi-io
Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model…
F 25 55 54 63 26 80 80
16426
fist-maestro
MCP Servers Claim 1 2
A Node.js and TypeScript server project that provides a simple starter example …
F 25 54 48 58 N/A 22 87 97
16427
xiaobenyang-com
Random-Generator Claim 2
An encrypted and secure random number generation server that complies with the …
F 25 66 72 68 0 50 71 60
16428
smith
cursor-otel Claim 1 2
An MCP server that instruments Cursor AI agent interactions with OpenTelemetry …
F 25 54 75 53 N/A 53 92 91
16429
holon-run
webmcp-bridge Claim 1
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
F 25 55 96 67 N/A 69 82 93
16430
sumitvairagar
Simple MCP Server Claim 1 2
A TypeScript starter template for building MCP servers with example tools (echo…
F 25 54 78 51 N/A 26 90 96
16431
concavegit
Enables interaction with Apple's App Store Connect API through natural language…
F 25 55 96 67 52 76 100
16432
alexpota
deploy-mcp Claim 1
Universal deployment tracker for AI assistants with live status badges and depl…
F 25 55 96 45 86 80 93
16433
kelvinyuefanli
Agent-hive Claim 1
Shared knowledge graph for AI coding agents. Search, create, and link verified …
F 25 55 72 70 73 80 94
16434
hfzhae
Zydsoft MCP Server Claim 2
Enables medical symptom guidance and disease consultation through the Zydsoft A…
F 25 55 80 42 50 74 3
16435
xiaobenyang-com
bingcn Claim 2
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
F 25 66 72 65 0 50 76 12
16436
andrewjgalea
Provides comprehensive Australian planning property reports, including zoning, …
F 25 55 96 75 35 82 92
16437
agntor
trust Claim 1
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
F 25 54 72 71 N/A 53 71 95
16438
lmwharton
sieve-mcp Claim 1
AI-powered startup due diligence. Screen any startup across 7 IMPACT-X dimensio…
F 25 54 72 43 47 80 95
16439
siendomiguel
MCP Webhook Server Claim 1 2
An MCP server that enables sending data to webhooks via HTTP POST for both loca…
F 25 55 27 33 25 80 88
16440
sib-swiss
sparql-llm Claim 1
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
F 25 54 72 67 N/A 82 90 91 JU
16441
Decodo
mcp-web-scraper Claim 2
Enable your AI agents to scrape and parse web content dynamically, including ge…
F 25 66 72 60 0 47 70 92
16442
pdwi2020
mcp-server-colab-exec Claim 1
MCP server that allocates Google Colab GPU runtimes (T4/L4) and executes Python…
F 25 54 66 46 52 89 91
16443
Noosbai
PrusaMCP Claim 1
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
F 25 55 78 61 35 78 88
16444
nludd25
Enables AI coding agents to access Figma design data by fetching and simplifyin…
F 25 54 72 71 N/A 66 92 88
16445
kenhuangus
A deliberately vulnerable MCP server that allows clients to interact with a dat…
F 25 54 48 37 N/A 15 74 91
16446
PostHog
Official PostHog MCP Server for product analytics, feature flags, experiments, …
F 25 66 60 10 0 77 77 82
16447
Azure-Samples
Provides weather information from the National Weather Service API with full MC…
F 25 55 84 68 19 74 100
16448
lulzasaur9192
marketplace-search-mcp Claim 1 2
Search marketplaces (TCGPlayer, Reverb, Thumbtack), verify professional license…
F 25 55 55 0 72 76 96
16449
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 55 82 72 N/A 48 80 91
16450
ertiqah
LinkedIn MCP Assistant
F 25 54 68 48 N/A 60 87 68
Showing 16401–16450 of 50515 servers
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