MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28751
cnohall
Audit any website for privacy, security, accessibility, and performance issues …
28752
marketplace Claim 1
AI Agent Marketplace — Search, execute, chain, and sell 3,000+ agents via MCP. …
67
28753
XBTFX
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
28754
matt1as
Enables AI assistants to search and analyze Swedish real estate data from Booli…
81
28755
ArkTechNWA
Enables AI assistants to interact with Docker containers through safe, permissi…
N/A N/A 95
28756 N/A N/A 95
28757
daedalus
mcp-rs232 Claim
An MCP server that exposes RS232 serial port connectivity
N/A N/A
28758
alejoacelas
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
28759
mcpia
simuladorllm Claim
N/A N/A 95
28760
camgitt
memoir Claim
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
N/A N/A
28761
unnimk75-web
Enables healthcare benefits management by providing member eligibility verifica…
81
28762
doogie-bigmack
Exposes AgentShield security scanning tools to protect AI clients by detecting …
28763
hyperpolymath
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
N/A N/A 95
28764 N/A N/A 95
28765
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
28766
zemloai-ctrl
Real-time Nordic electricity spot prices for AI agents. Finland, Sweden, Norway…
28767
jonathan.martinez
cfb Claim
N/A N/A 95
28768
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
N/A N/A 95
28769
siciyuan
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
81
28770
wishfinity
Save products from any online retailer to a universal wishlist for later purcha…
28771
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
N/A N/A 75
28772
MCP-Mirror
Enables interaction with blockchain chains through a note storage system that a…
N/A N/A 95
28773
daedalus
An MCP server that exposes the python-bitcoinlib API
N/A N/A
28774
katomato
Time-MCP Claim
{ "mcpServers": { "simple-time-mcp": { "command": "touch", "a…
N/A N/A 95
28775
JoshuaGreeff
A development tool that serves as a bridge to launch and inspect other stdio MC…
N/A N/A
28776
m.tavallaeinejad
bkjlkjkljlk Claim
N/A N/A 95
28777
mark.evgenev
test Claim
N/A N/A 95
28778
Sufian73
Generate random numbers and recall the last one to test stateful workflows. Acc…
N/A N/A 95
28779
stoichodimov
Enables notes management through MCP integration with a Supabase PostgreSQL dat…
28780
Habib0x0
A minimal Model Context Protocol (MCP) server demonstrating the implementation …
28781
VelimirMueller
Indexes codebases into a SQLite database to provide metadata, exports, dependen…
N/A N/A
28782
intake-triage
Classifier Claim
Classify raw text into structured triage objects with intent, urgency, category…
81
28783
jxnxts
mcp-brasil Claim
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
28784
SaharshPatel24
An MCP server for Splitwise that enables users to manage shared expenses, frien…
28785
nonnname
Enables interaction with the T-Invest (Tinkoff Investments) API to manage inves…
28786
VedAstro
Vedic astrology MCP server providing 6 tools: horoscope predictions (200+ life …
28787
walidb212
Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…
N/A N/A
28788
imaznation
mcp-server Claim
Calculate US household employer (nanny) taxes for all 50 states via AI agents.
N/A N/A
28789
Epsom700
An extensible framework that exposes quantitative research functions and financ…
28790
ShipItAndPray
mcp-memory Claim
Smart memory with exponential decay. Memories strengthen on access and fade whe…
N/A N/A
28791
lgodl7536
rsd-toy Claim
N/A N/A 95
28792
SuriyaKumar-HAIT
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
N/A N/A
28793
LarsCanGit
An MCP (Model Context Protocol) server for controlling OBS Studio via the built…
N/A N/A
28794
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A
28795
doriandarren
An MCP server that enables the automated creation and scaffolding of Python Dja…
N/A N/A
28796
anima-labs-ai
Provides 77 tools for AI agent communication, enabling agents to manage emails,…
28797
tomjwxf
verify-mcp Claim
MCP server for offline verification of signed artifacts — receipts, manifests, …
N/A N/A
28798
jaewilson07
Enables AI agents to generate and iteratively refine images, audio, and video b…
N/A N/A 95
28799
popechia
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…
N/A N/A
28800
TacosyHorchata
Pilot Claim
A high-performance browser automation MCP server that provides AI agents with a…
N/A N/A
Showing 28751–28800 of 30006 servers
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