MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35501
MTCMarkFranco
Enables algorithmic trading with Interactive Brokers, including market data, or…
N/A N/A
35502
emrgcl
Measures TCP connection latency to Azure blob storage endpoints across regions,…
N/A N/A
35503
shubhamc1947
A Model Context Protocol server with a built-in OAuth 2.1 authorization server …
35504
universal-mcp
Enables interaction with Braze customer engagement platform through a standardi…
35505
kinjal-1007
Enables AI-powered shopping assistance by analyzing natural language shopping q…
N/A N/A
35506
Shipper-dot-now
Conqueror Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
35507
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A 95
35508
tony-42069
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
35509
Mammals-at-work
mcp-xray Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
35510
outpost2026
Analyzes LinkedIn saved jobs with EROI scoring and writes analysis back to a kn…
N/A N/A
35511
ScrumDoLLC
scrumdo-mcp Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
35512
Orellius-Archive
Provides real-time visibility into Claude Pro and Max subscription usage limits…
N/A N/A 95
35513
YaBoom
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
N/A N/A
35514
x-monk
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
35515
SERDAR-AKIN
letgo-mcp Claim
Enables searching, viewing details, and filtering listings on Letgo.com by usin…
N/A N/A
35516 N/A N/A 95
35517
NoBanks
nutanix-mcp Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
35518
DLeibner
mcplint Claim
Statically audits MCP tool surfaces for token cost, schema quality, and design …
35519
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
N/A N/A
35520
holger1411
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
35521
haf
mcp Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
35522
CooperCyberCoffee
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
N/A N/A
35523
johncallhub
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
35524
DasClown
CropProphEU Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
35525
luowei-tech
asd Claim
N/A N/A 95
35526
unitycoder
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
N/A N/A
35527
bojanrajkovic
mcp-paprika Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
35528 N/A N/A 95
35529
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
35530
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
35531
maboukerfa
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
N/A N/A
35532
SuMayaBee
Let AI agents create interactive visualizations that render live inside your ch…
N/A N/A
35533
lazymac2x
Cloudflare Workers MCP server: data-transform
35534
ammar-rcyber
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
81
35535
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
35536
zm1990s
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
35537
andrewdryga
emisar Claim
Let AI operate servers without SSH. Choose actions, approve risky changes, and …
35538
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
35539
ellmos-ai
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
N/A N/A
35540
talon-agent
Enables Talon agents to delegate autonomous coding tasks to OpenAI Codex, suppo…
N/A N/A
35541
StelarDigital
Crypto market-signal MCP tools (regime, sentiment, price, risk) via RapidAPI. N…
N/A N/A
35542
samayyy
MCP server providing synthetic subscriber data (profiles, watch history, billin…
35543
annibale-x
mcp-memento Claim 1
An MCP server that provides persistent memory and context management across ses…
N/A N/A 95
35544
lawriec
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
N/A N/A
35545
tiny-pilot
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
N/A N/A
35546
christianGRogers
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
35547
kilhubprojects
MemoryMesh Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
N/A N/A
35548
aliomraniH
An MCP server that provides a shared memory layer for Claude across claude.ai, …
35549
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
35550
xiaozhozho
akshare-mcp Claim
MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs t…
Showing 35501–35550 of 67181 servers
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