MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40551
BilalTariq01
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
40552
hrconsultnj
A Node.js server that hosts AI agents and manages integrations with various dat…
N/A N/A 95
40553
cyanheads
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
N/A N/A 83
40554
cuongpo
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
N/A N/A 95
40555
svretina
nougat-mcp Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
N/A N/A
40556
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
40557
wowstorelive
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
N/A N/A 95
40558
netique
overleaf-mcp Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
N/A N/A
40559
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
40560
Kabilan-G
Enables automated dental clinic loan verification by combining rule-based ID va…
N/A N/A 95
40561
miantiao-me
Enables natural language search and querying of your GitHub starred repositorie…
40562
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
N/A N/A 69
40563
brunosrz
vectora Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
N/A N/A
40564
avellane-snit922
MCP server for the RustChain blockchain and BoTTube video platform, enabling AI…
N/A N/A
40565
Open-Agent-Tools
Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
40566
Exorust
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
N/A N/A
40567
sudohakan
infoset-mcp Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
40568
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
40569
emqx
Enables natural language interaction with industrial IoT devices using Sparkplu…
N/A N/A
40570
wzh4464
Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowi…
N/A N/A
40571
VictorMyschik
mcp Claim
MCP server that provides tools for PostgreSQL database operations and Swagger/O…
40572 N/A N/A 95
40573
KyaniteLabs
Epoch Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
N/A N/A
40574
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
40575
Sangwxx
A local MCP server that enables AI clients to read ArcGIS Pro project informati…
N/A N/A
40576
POP24
LeBonFoin Claim
First MCP for the European hemp & CBD market: real French CBD catalogue, produc…
40577
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
40578
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
40579 N/A N/A 95
40580
andrew-sondgeroth
Enables location intelligence for US ZIP codes, allowing users to search, profi…
40581
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
40582
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
40583
Sumvia
A stateless MCP server that provides an end_conversation tool for AI to leave a…
40584
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
40585
scarr7981
Provides LLMs with structured workflow guidance and next-step instructions for …
N/A N/A
40586
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
40587
shuakami
mcp-docsrs Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
40588
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
40589
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
40590
cyong80
Provide a scalable and efficient server-side application framework to implement…
N/A N/A 95
40591
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
40592
edholofy
eyepup Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
40593
ghostrouter
Ghostrouter Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
81
40594
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
40595
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
40596
mobile.psy.div3r
ableton-mcp Claim
N/A N/A 95
40597
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
40598
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
40599
sankalp51
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
N/A N/A
40600
sebastiancoombs
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
Showing 40551–40600 of 43430 servers
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