MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47551
deliberation Claim 1
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
N/A N/A 81
47552
qduc
code-rag-mcp Claim
Enables semantic search over codebases using natural language queries, returnin…
N/A N/A
47553
glommer
cachebro Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
N/A N/A
47554
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
N/A N/A
47555
hello-vjvd
Bespoke cricket travel specialist with two decades of experience. Search tours,…
N/A N/A 95
47556
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
47557
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
N/A N/A 69
47558
opspawn
bazaar-mcp Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
N/A N/A 83
47559
@sknellutla919
mcp-test-fucntions Claim
N/A N/A 95
47560
brianfofficial
RetentionCheck Claim 1
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
N/A N/A 61
47561
cameroncooke
XcodeBuildMCP provides tools for Xcode project management, simulator management…
N/A N/A 95
47562
CCSTT-dev
callable Claim
API for AI agents to delegate tasks to real humans.
47563
NeetPatel
devops-mcp Claim 1
An MCP server that provides DevOps and DevSecOps context for the project
N/A N/A 95
47564
@hithereiamaliff
Typebot MCP Server Claim
Expose Typebot's REST API as callable tools to manage and interact with Typebot…
81
47565
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
47566
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
47567
Auxin-io
nyc-friend Claim
N/A N/A 95
47568
homeloanexpress
Enables AI assistants to answer mortgage-related queries by providing tools for…
47569
ThePianistDirector
HumanOps Claim 1
MCP server for AI agents to dispatch real-world tasks to verified human operato…
N/A N/A 83
47570
PraveenKishore
Enables fetching YouTube video transcripts in various formats via the Model Con…
47571
n1n4du
A read-only MCP server connecting AI agents to MTRKR wallet intelligence on Meg…
47572
pelletfi
Pellet Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
N/A N/A 75
47573
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
47574
Quegenx
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
95
47575
amahpour
Connects Claude to E\*Trade for income-oriented trading research, providing rea…
81
47576
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
47577
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
47578
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
N/A N/A 95
47579
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
47580
Frank-ay
mimo-mcp Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
N/A N/A
47581
xiaobenyang-com
hot-news Claim
Track breaking stories and trending topics across Chinese and global sources in…
N/A N/A 95
47582
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
81
47583
srotzin
Hive Wallet Claim
HiveWallet MCP Server
47584
iamjrmh
MCPBridge Claim
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
N/A N/A
47585 N/A N/A 95
47586
coliving-search Claim 1
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
N/A N/A 81
47587
miketwalker
TubePull Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
47588
breezykalama
MCPGen Claim
Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-ris…
47589
Auxin-io
NYC Friend Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
N/A N/A 95
47590
hi-k3uy
brag-fast Claim
81
47591
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
47592
signalclaude
outpost Claim
Enables interaction with Microsoft Outlook services (Tasks, Calendar, Email, Co…
47593
chiKeka
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
N/A N/A
47594
tterrasson
mcp-searxng Claim
Integrates SearXNG API to give AI assistants web search and URL reading capabil…
47595
jstricklin
AI-powered static analysis for Unity projects, detecting common patterns, compo…
N/A N/A
47596
BitlyExchange
Provide MCP service for Bitly Exchange Traders. Bitly Exchange is an Fully-Onch…
N/A N/A 95
47597
davidmosiah
Unofficial Eight Sleep MCP server: read sleep trends, temperature, alarms; gate…
N/A N/A
47598
bsmi021
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
47599
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
47600
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
Showing 47551–47600 of 47628 servers