MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49451
Ciel-17
A demonstrative MCP server that exposes a query-user tool for retrieving user i…
N/A N/A
49452
cmsappian123-bit
Enables interaction with Appian applications through the Model Context Protocol…
49453
lucaslubi
mcp Claim
Payment firewall for AI agents: a signed, verifiable verdict on every money-mov…
N/A N/A
49454
dudegladiator
Enables to read, write, format cells, create charts, use formulas, and manage G…
49455
Trushtonfactory
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
N/A N/A
49456
santhoshraje
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
49457
nandanosql
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
N/A N/A
49458
geondongkim
Local-first shared memory and coordination layer for AI coding agents: reposito…
49459
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
49460
AIops-tools
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guar…
N/A N/A
49461
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
49462
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
49463
Perufitlife
aviation-mcp Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
49464
taylor224
bell-mcp Claim
A local MCP server that rings a bell through your speakers to provide audible n…
N/A N/A
49465
nkar123412-hub
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
N/A N/A
49466
swesmith-repos
mcp2mqtt Claim 1
An MCP server that bridges the physical world and AI models by enabling natural…
81
49467
J-Fidel
Low-context public task coordination for software agents.
49468
doritoman90000
A Model Context Protocol server that helps users create, validate, and optimize…
81
49469
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
49470
wpwriter
wpwriter Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
81
49471
patsa2561-art
Mneme Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
N/A N/A
49472
0x01feng
FlowSpec MCP Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
N/A N/A
49473
LaplaceYoung
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
N/A N/A 95
49474
easyreg
EasyReg is a UK private number plate search and transfer service. This MCP serv…
81
49475
arturio-amorim
Enables AI agents to call deterministic finance tools (compound interest, loan …
49476
laddro-app
Tailor resumes, generate cover letters, render CVs as PDF, and browse 22+ templ…
49477
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A 95
49478
MariaDB
mcp-kp Claim
N/A N/A 95
49479
mlauf-labs
SAGA Claim
Enables AI agents to perform fused hybrid search and reorganize documents, fold…
49480
popey
grype-mcp Claim
N/A N/A 95
49481
masaro-media
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
49482
szimmer24-kx1h
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
N/A N/A
49483
BBashh
Analyzes log files using AI-powered tools to detect errors, patterns, and anoma…
N/A N/A
49484
AkshitRathore07
Real-time Indian stock market assistant with virtual trading, technical analysi…
N/A N/A
49485
calypso-so
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
N/A N/A
49486
fritzprix
yfin-mcp Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
49487
Osmansiddiquer
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
N/A N/A
49488
Trashwbin
Manage and summarize text notes efficiently using a simple MCP server. Create n…
N/A N/A 95
49489
Pranjalde95
Provides tools for vehicle service search, mechanic matching, and booking gener…
49490
srishtivverma
idontcare Claim
N/A N/A 95
49491
argotdev
mcp-o11y Claim
An MCP server that demonstrates comprehensive observability with Sentry, OpenTe…
49492
adeeljames
Transforms job postings into qualified sales leads by searching for active jobs…
N/A N/A
49493
keel-trade
keel-trade Claim
Build, backtest, and automate Hyperliquid trading strategies. Typed strategy co…
49494
YaangHailong
Provides a read-only interface to local MySQL databases via MCP, enabling listi…
N/A N/A
49495
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
49496
people-analyst
Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability…
49497
ninjasproxy
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
N/A N/A 95
49498
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
49499
qq459669253
mcp_server Claim
N/A N/A 95
49500
hashcott
A Model Context Protocol server for the Meta (Facebook) Ads API, providing 54 t…
Showing 49451–49500 of 67226 servers
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