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
40601
NoBanks
sendbird-mcp Claim
MCP server for Sendbird chat infrastructure, enabling AI agents to provision us…
40602
NoBanks
MCP server for Postscript SMS marketing platform, enabling AI agents to query s…
40603
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
40604
NoBanks
gorgias-mcp Claim
Enables AI agents to manage Gorgias support tickets: list open tickets, read co…
40605
Vodolazkyi
Provides access to Ultrahuman health and fitness data through standardized MCP …
40606
OriNachum
Control a Reachy Mini robot through natural language, with tools for head/anten…
N/A N/A
40607
crmy-ai
CRMy Claim
Provides AI agents with operational customer context, including typed revenue o…
40608
othmane-zizi-pro
Provides a set of MCP tools to manage Google Calendar events via natural langua…
N/A N/A
40609
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
N/A N/A
40610
senoj100-alt
FitnessMCP Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
40611
et-do
Myelin Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
N/A N/A
40612
sablier-ai
An MCP server that lets AI assistants analyze portfolios, stress-test scenarios…
40613
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
N/A N/A
40614
shape-network
Provides AI assistants access to Shape's onchain data including gasback distrib…
40615
clearbluejar
pyghidra-mcp Claim
Exposes Ghidra reverse engineering capabilities via MCP, enabling LLMs and agen…
N/A N/A
40616
codeMaestro78
Enables managing and searching markdown notes with semantic search, question an…
N/A N/A
40617
chals-go
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
40618
GitHamza0206
Enables intelligent file search with Git-like staging and indexing, offering se…
N/A N/A
40619
Presh-AR
MCP server enabling AI models to interact with Codescan's API for listing proje…
40620
solutionsunity
Enables AI agents to interact with Odoo ERP as the authenticated user, with too…
40621
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A
40622
gwizards
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
40623
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
40624
kmalakoff
mcp-pdf Claim 1
MCP server for PDF generation using PDFKit
N/A N/A 95
40625
marcmunoz-uno
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
N/A N/A
40626
2shin0
yt-mcp Claim
N/A N/A 95
40627
bacharyehya
Mnemonic Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
N/A N/A
40628
axiom-works-ai
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
40629
handi425
Enables AI assistants like Claude to interact with Unity projects programmatica…
N/A N/A
40630
SuppleAardvark
An MCP server that provides tools to interact with JIRA for sprint management, …
40631
CSOAI-ORG
An MCP server for validating JSON against schemas, checking email deliverabilit…
N/A N/A
40632
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
40633
microqueryhq
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No c…
N/A N/A
40634
aisacAdmin
SecOps MCP Claim
Provides access to 13+ penetration testing and security audit tools through a u…
81
40635
ckane
pycti-mcp Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
40636
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
40637
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
40638
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
N/A N/A
40639
CSOAI-ORG
Enables unit conversion for length, weight, temperature, and currency using sim…
N/A N/A
40640
techflavors
Enables LLMs to create PayPal invoices through a simple tool interface.
40641
selinazarzour
A remote MCP server for searching arXiv papers, extracting paper details, and g…
40642
idletoaster
Enables AI assistants to execute SSH commands and perform token-efficient file …
40643
dynstat
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
N/A N/A
40644
DikshaDogra25
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
N/A N/A
40645
nobulexdev
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
N/A N/A 95
40646
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
40647
peterjduffy
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
40648
AquibFaiyaz
railinfo-mcp Claim
Enables real-time Indian Railways information retrieval, including live train r…
40649
Chawengwit
A unified data gateway MCP server that enables Claude to interact with multiple…
N/A N/A
40650
TMHSDigital
MCP server providing 25 tools to query Steam store data, player statistics, ach…
Showing 40601–40650 of 43430 servers
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