MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51901
laoyouf
tianqi Claim
N/A N/A 95
51902 N/A N/A 95
51903
gkrauchunas-arlo
MCP server for Atlassian Confluence integration with Claude Code, enabling sear…
N/A N/A
51904
aiopinions
Provides blockchain data context from Birdeye APIs for AI models via Model Cont…
51905
CognitionAI
Enables AI assistants to interact with Metabase's analytics platform, managing …
51906
jamestelfer
Sandy Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
N/A N/A
51907
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
51908
DanielTomaro13
An MCP server that exposes sports-data APIs from multiple providers (AFL, Sport…
51909
zedbs1975-maker
excel Claim
IA for excel
N/A N/A 95
51910
steveramos21
AI-DBA Claim
Universal database copilot for diagnostics, operations, and performance analysi…
51911
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
51912
sapientsai
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
51913
mehulbhattml-ui
A minimal Python MCP server with tool endpoints and Playwright Page Object Mode…
N/A N/A
51914
SerhiiMaksymiv
Enables AI assistants to query, create, and manage Targetprocess entities like …
51915
universal-mcp
Provides a standardized interface for interacting with Jira's tools and service…
51916 N/A N/A 95
51917
willianpinho
Read-only static scanner for MCP / agent-gateway production-readiness. The `sca…
N/A N/A
51918 N/A N/A 95
51919
groovyBugify
MCP Server Claim
A region-independent backend service for AWS operations with credential validat…
51920
Geun-Oh
This server enables interaction with Amazon S3 buckets for listing and retrievi…
51921
nananek
so-dsc Claim
Enables AI assistants to remotely control Sony DSC cameras via the Camera Remot…
N/A N/A
51922
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
51923
hostman-cloud
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
51924
MarcellM01
TinySearch Claim
Shrink the web for your local LLMs! Provides web research capabilities to low r…
51925
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
51926
Treevu-ai
Commerce for AI agents. 24 MCP tools. 68 retailers (38 verified), 8 countries, …
N/A N/A
51927
Trainzilla
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
51928
effinrich
Exposes Radix Primitives' parts, props, and accessibility contracts to AI codin…
N/A N/A
51929
claygeo
Local-first MCP server for agents that need to work across multiple Gmail and M…
N/A N/A
51930
sandraschi
FreeCAD MCP Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
N/A N/A
51931
pipeworx-io
mcp-biorxiv Claim
Enables querying bioRxiv and medRxiv preprints, including metadata, publication…
51932
pdhimate
A read-only MCP server that connects Claude to your eToro account, enabling que…
N/A N/A
51933
sanshao85
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
N/A N/A
51934
fr1pp
nexus-mcp Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
51935
zhangzwd
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
N/A N/A
51936
chazmaniandinkle
oscine Claim
An MCP server that exposes a synthesizer composer's command catalog as tools, e…
N/A N/A
51937
Parth3930
clenzer Claim
Enables CLI agents to detect and remove dead code, manage complexity, and enfor…
N/A N/A
51938
archoor
painspotter Claim
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with…
51939
eduardosm123
canvas3d-mcp Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
N/A N/A
51940
Vinksj
Connect multiple Gmail accounts to any MCP client, enabling search, read, draft…
N/A N/A
51941
jjm7271985
ship-it-mcp Claim
Enables to interact with GitHub repositories directly from Claude, supporting a…
N/A N/A
51942
pepuscz
Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
51943
isaacpalomero
A server that stores and semantically searches AI prompts via RAG, enabling dev…
N/A N/A
51944
acedev97
Connects AI assistants to GoHighLevel CRM via MCP, enabling full sub-account au…
51945
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
N/A N/A 95
51946
print-one
mcp-server Claim
An MCP server to send personalised direct mail.
51947
wxxuan2000-gif
A local MCP server that enables AI assistants to control Origin/OriginPro on Wi…
N/A N/A
51948
Lianye-Scythe
Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
N/A N/A
51949
parkseokjune
Provena Claim
Enables tracking and querying the provenance of AI-generated code, showing whic…
N/A N/A
51950
singhjitesh889-blip
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
Showing 51901–51950 of 56925 servers