MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53651
FuJiGraphics
UniMCP Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
N/A N/A 95
53652
jackdark425
A Node.js MCP server that wraps the Finnhub API to provide stock market data, t…
53653
pipeworx-io
Enables querying Open Beauty Facts product data through natural language, using…
53654
ROHWOOCHUL
test Claim
N/A N/A 95
53655
K1vin1906
One MCP server that routes to 12+ AI providers for text, image, and video gener…
95
53656
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
53657
supramal1
Enables Claude and other MCP clients to interact with Cornerstone memory, suppo…
N/A N/A
53658 N/A N/A 95
53659
Pranav-d33
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
N/A N/A
53660
bradmusolff
Enables AI assistants to query FusionReactor Cloud metrics, logs, and alerts vi…
53661
KDAN-PDF
KDAN PDF Claim
Upload, edit, compress, protect, redact, and compare PDFs with KDAN PDF in Clau…
53662
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
53663
cordfuse
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
53664
ponderedw
Airflow MCP Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
53665
anupmurali05
Exposes a tool to retrieve mocked documentation records from a simulated databa…
53666
UMLCloudComputing
Enables searching across UMass Lowell domain for people, website content, place…
N/A N/A
53667
nguyen1oc
Generates images using OpenRouter models and retrieves user-uploaded images fro…
53668
ldippo
transcend Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
N/A N/A
53669
bradley-t-t
cryptofort Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
53670
Pizone-ai
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
53671
312-dev
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
N/A N/A
53672
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
53673
sapientsai
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
53674
yigitkonur
Enables AI assistants to perform comprehensive research by searching Google, mi…
81
53675
aresyn
Durable MCP control plane for long-running Codex Desktop tasks.
N/A N/A
53676
Poiuyhje
eqvps Claim
Crypto-paid no-KYC VPS that AI agents rent & operate over MCP — order, pay USDC…
53677
bioanywhere
Enables AI assistants to interact with GitLab projects through natural language…
81
53678 N/A N/A 95
53679
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
N/A N/A
53680
fozagtx
tonmcp Claim
N/A N/A 95
53681
nickweedon
A Model Context Protocol (MCP) server for the Mouser Electronics API. Enables s…
N/A N/A
53682
Yenn503
NoctisAI Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
81
53683
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
81
53684
pabgof
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
N/A N/A
53685
Sathvik-1007
A universal MCP server providing persistent, structured memory through a knowle…
N/A N/A
53686
DennisPrediger
slac-mcp Claim
MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM …
N/A N/A
53687
Heretek-RE
re-winedbg Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
N/A N/A
53688
stijnVanHorenbeek
Local MCP server for focused Marten documentation retrieval with caching, searc…
N/A N/A
53689
ZYHB
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
81
53690
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
53691
jredondo-aden
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
81
53692
lockon-n
An MCP server that provides access to WooCommerce REST API functionality, enabl…
N/A N/A
53693
bramleyjl
notion-mcp Claim
Personal Notion MCP server with tools for task management, wrapping the Notion …
53694
mickpletcher
Enables Claude Desktop to read and control Home Assistant devices via natural l…
N/A N/A
53695
enrichlayer
Provides 25 tools to enrich company, person, contact, school, and job data via …
53696
openshift-eng
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
53697
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
53698
askui
IDB-MCP Claim
MCP server to control iOS simulators for automation, enabling device management…
N/A N/A
53699
nikondrat
cctx-mcp Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
N/A N/A
53700
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
N/A N/A 95
Showing 53651–53700 of 66502 servers