MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29494
Scored
2111
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1851
VelixarAi
memory Claim
Persistent memory for AI assistants. Store, search, and recall across sessions.
B 79 54 90 68 N/A 58 83 91
1852
WebNaresh
Enables AI applications to interact with Instagram Business accounts through th…
B 79 55 84 68 57 81 99
1853
savethepolarbears
Jules MCP Server Claim
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
B 79 55 96 68 45 80 94
1854
wso2
fhir-mcp-server Claim
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
B 79 55 84 66 72 83 91
1855
igorpdev
Brazilian public data API for AI agents. BCB, IBGE, CVM, B3, compliance. x402 p…
B 79 66 84 76 96 37 81 88
1856
idoru
Run queries against InfluxDB OSS API v2.
B 79 55 84 68 75 76 92
1857
mlorentedev
hive Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 55 70 82 N/A 83 80 83
1858
louis030195
apollo-io-mcp Claim 1
B2B sales intelligence and prospecting with Apollo.io. Search for prospects, en…
B 79 55 92 76 43 81 91
1859
nieperdragon
MCP Login Server Claim
Provides automated login functionality for localhost web applications using pre…
B 79 55 66 100 N/A 22 95 96
1860
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1861
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1862
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1863
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1864
aj-geddes
Terry-Form MCP Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 54 84 51 N/A 75 92 95
1865
mclose
dns-mcp Claim
Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain…
B 79 54 84 65 50 92 100
1866
indigoprotocol
Cardano MCP Claim
<p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
B 79 54 78 60 N/A 67 95 96
1867
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1868
sjalq
Trello MCP Lite Claim
Enables interaction with Trello through direct API passthrough with multi-accou…
B 79 55 96 68 52 80 91
1869
CorporateSmalltalkConsultingLtd
ClaudeSmalltalk Claim 1
MCP server for AI interaction with live Smalltalk images
B 79 54 75 67 N/A 74 90 90
1870
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1871
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
1872
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1873
PsychArch
Jina AI MCP Tools Claim
Integrates Jina AI Search Foundation APIs to provide web page content extractio…
B 79 55 76 72 75 80 91
1874
m2ai-mcp-servers
MCP server for clinical charting with Claude - document patient visits to EMR
B 79 55 75 91 N/A 52 83 88
1875
Ansvar-Systems
turkish-law-mcp Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 91
1876
pavelpiha
specrun Claim
MCP server that turns OpenAPI specs into tools and calls API
B 79 55 90 82 69 95 48
1877
rehan1020
mcp-india-stack Claim 1
An offline-first MCP server for Indian financial, tax, and government APIs, pro…
B 79 44 57 N/A N/A 74 95 96
1878
IndigoProtocol
cardano-mcp Claim
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake dele…
B 79 54 78 57 N/A 69 95 97
1879
ferdhika31
Enables AI assistants to interact with Money Lover personal finance app through…
B 79 55 80 71 64 81 97
1880
scottlepp
Jira MCP Server Claim 1
Provides AI models with full access to Jira Cloud functionality, enabling issue…
B 79 55 94 100 57 81 49
1881
itskaransingh
docling-mcp Claim
B 79 54 68 68 N/A 69 90 100
1882
atom2ueki
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants …
B 79 55 100 41 N/A 72 80 100
1883
aliyun
MCP server for RDS Services via OPENAPI.
B 79 55 65 82 N/A 67 90 90
1884
ambivo-corp
Ambivo MCP Server Claim 1
Provides access to Ambivo API endpoints for natural language querying of entity…
B 79 55 84 72 59 80 95
1885
ColeMurray
moondream-mcp Claim
Moondream MCP Server in Python
B 79 55 86 61 N/A 68 81 97
1886
QuincyMillerDev
Ilograph Claim
Provides access to up-to-date Ilograph documentation and syntax validation capa…
B 79 55 92 55 68 81 99
1887
ctrlShiftBryan
Enables AI coding assistants to control and inspect a live Chrome browser throu…
B 79 54 80 60 N/A 64 95 94
1888
joshmsimpson
exiftool Claim 1
Read, write, and remove metadata from 150+ file formats using ExifTool
B 79 55 90 91 N/A 42 95 60
1889
ofershap
cursor-usage Claim
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
B 79 54 72 72 N/A 58 92 100
1890
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 54 96 72 N/A 36 82 97
1891
mcpdotdirect
evm-mcp-server Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 55 84 56 77 80 100
1892
marianfoo
This MCP server allows Cursor AI users to search and retrieve SAP Notes and Kno…
B 79 55 90 71 48 81 97
1893
ngoiyaeric
Mapbox MCP Server Claim
Enables integration with Mapbox API for navigation and location services, inclu…
B 79 55 92 75 41 81 94
1894
scottdhughes
Enables AI assistants to perform quantum-resistant cryptographic operations usi…
B 79 54 90 48 N/A 60 95 99
1895
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1896
ryanmaule
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 79 54 90 71 N/A 23 95 99
1897
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1898
googleanalytics
Official Google Analytics MCP Server
B 79 55 84 60 72 81 99
1899
fiscaltec
Provides access to Vitally customer success platform data, enabling users to se…
B 79 55 84 66 62 80 100
1900
PsychoSmiley
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
B 79 66 90 76 94 53 82 70
Showing 1851–1900 of 44526 servers
« Prev 1 36 37 38 39 40 891 Next »