MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
ruvnet
Dynamo MCP Claim
Exposes cookiecutter templates through MCP, enabling discovery, registration, m…
35952
OriNachum
Control a Reachy Mini robot through natural language, with tools for head/anten…
N/A N/A
35953
NoBanks
MCP server for Postscript SMS marketing platform, enabling AI agents to query s…
35954
acato
ebay-mcp Claim
MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
35955
NoBanks
gorgias-mcp Claim
Enables AI agents to manage Gorgias support tickets: list open tickets, read co…
35956
clearbluejar
pyghidra-mcp Claim
Exposes Ghidra reverse engineering capabilities via MCP, enabling LLMs and agen…
N/A N/A
35957
shape-network
Provides AI assistants access to Shape's onchain data including gasback distrib…
35958
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
35959
othmane-zizi-pro
Provides a set of MCP tools to manage Google Calendar events via natural langua…
N/A N/A
35960
sablier-ai
An MCP server that lets AI assistants analyze portfolios, stress-test scenarios…
35961
et-do
Myelin Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
N/A N/A
35962
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
N/A N/A
35963
senoj100-alt
FitnessMCP Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
35964
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
N/A N/A
35965
akshare-one-mcp Claim 1
MCP server that provides access to Chinese stock market data using akshare-one
N/A N/A 81
35966
chals-go
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
35967
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
35968
GitHamza0206
Enables intelligent file search with Git-like staging and indexing, offering se…
N/A N/A
35969
Presh-AR
MCP server enabling AI models to interact with Codescan's API for listing proje…
35970
solutionsunity
Enables AI agents to interact with Odoo ERP as the authenticated user, with too…
35971
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A
35972
gwizards
Enables AI assistants to generate 3D models, textures, and images via the Meshy…
35973
UOR-Foundation
A GitHub-based implementation of the Model Context Protocol that enables LLMs t…
81
35974
bacharyehya
Mnemonic Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
N/A N/A
35975
handi425
Enables AI assistants like Claude to interact with Unity projects programmatica…
N/A N/A
35976
2shin0
yt-mcp Claim
N/A N/A 95
35977
SuppleAardvark
An MCP server that provides tools to interact with JIRA for sprint management, …
35978
marcmunoz-uno
Enables AI agents to safely execute OSINT and reconnaissance tools from Kali Li…
N/A N/A
35979
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
35980
axiom-works-ai
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
35981
CSOAI-ORG
An MCP server for validating JSON against schemas, checking email deliverabilit…
N/A N/A
35982
groupdocs-annotation
MCP server for GroupDocs.Annotation — add, list, update, remove document annota…
N/A N/A
35983
ckane
pycti-mcp Claim
MCP server that provides condensed and normalized data from OpenCTI to LLMs, en…
35984
microqueryhq
SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No c…
N/A N/A
35985
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
35986
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
35987
idletoaster
Enables AI assistants to execute SSH commands and perform token-efficient file …
35988
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
35989
selinazarzour
A remote MCP server for searching arXiv papers, extracting paper details, and g…
35990
techflavors
Enables LLMs to create PayPal invoices through a simple tool interface.
35991
CSOAI-ORG
Enables unit conversion for length, weight, temperature, and currency using sim…
N/A N/A
35992
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
N/A N/A
35993
dynstat
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
N/A N/A
35994
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
35995
DikshaDogra25
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
N/A N/A
35996
paidsync
PaidSync Claim 1
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
N/A N/A 95
35997
Chawengwit
A unified data gateway MCP server that enables Claude to interact with multiple…
N/A N/A
35998
TMHSDigital
MCP server providing 25 tools to query Steam store data, player statistics, ach…
35999
peterjduffy
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
36000
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
Showing 35951–36000 of 43552 servers
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