MCP Server Quality Scores

Independent quality analysis of 66301 public MCP servers

66301
Discovered
31700
Scored
2112
Verified
16953
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64951
Tire-Rack-Innovation
MCP server for Confluence Cloud that enables searching, reading, managing docum…
64952
mcpnexus-registry
Provides Google search and web content viewing with advanced bot detection avoi…
N/A N/A
64953
kanoliban
Enables AI agents to discover and recommend other agents through a searchable d…
64954
thekingoffamily
An MCP server for managing tasks in Cursor IDE, enabling AI agents to create, u…
64955
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
81
64956
Fahrur-Rozi-dev
SOL Forge Claim
An MCP server that enables AI agents to interact with the Solana blockchain thr…
N/A N/A
64957
CyberBOB07
Enables validation, fixing, and generation of PineScript code for TradingView, …
64958
SohniSwatantra
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
64959
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
64960
lordbasilaiassistant-sudo
An MCP server for AI agents to lock, manage, and withdraw LP tokens on Base wit…
N/A N/A
64961
mahAnuj
mcp-multi-db Claim
One MCP server for PostgreSQL, MySQL, and SQLite. Unified read-only tools (`lis…
N/A N/A
64962
possibly6
An MCP server that acts as a gatekeeper for database and configuration changes,…
N/A N/A
64963
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
64964
deeprave
mcp-guide Claim
Enables AI agents to access and manage project guidelines, documentation, and c…
64965
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
N/A N/A
64966
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
64967
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
N/A N/A
64968
AnassKartit
Enables Claude to generate and edit images using Google Gemini AI.
64969
weeebdev
litellm-mcp Claim
MCP server that provides tools to interact with the LiteLLM proxy API, enabling…
64970
mdanelutti
MCP server for Bitbucket Cloud that exposes Pull Request operations as tools fo…
64971
stormbliss
Enables monitoring and management of SD-WAN devices through REST API endpoints,…
64972
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
64973
integrate-your-mind
Enables AI agents to join a multiplayer NetHack-style roguelike MMO, perform ac…
64974
sidprax
HA-Synapse Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
N/A N/A
64975
exploitintel
eip-mcp Claim
Gives AI assistants access to the Exploit Intelligence Platform for vulnerabili…
64976
bhayanak
Enables AI assistants to interact with Datadog's observability platform via nat…
64977
BhavanG
mcp-poc Claim
A proof-of-concept MCP server that provides weather information using the Open-…
64978
PPParticle
web-reader Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
N/A N/A
64979
rongcloud
Enables AI assistants to manage RongCloud instant messaging services, including…
64980
siennag-mcp
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
N/A N/A
64981
murali-ftw
SurveyMCP Claim
Processes PDF emails from Gmail, generates structured surveys using Gemini, and…
64982
globodai-group
Enables AI assistants to manage Cloudflare DNS zones and records, including lis…
64983
nishantwebdev
Enables querying weather data through natural language, providing current condi…
64984
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
N/A N/A
64985
jamesricky
test-mcp Claim
A demo MCP server for testing and debugging tools, providing tools to get launc…
64986
IsaiahDupree
MCP connector for iMessage & Contacts via a local Mac agent + Vercel relay
64987
redairforce
A comprehensive MCP server for Wiki.js integration with hierarchical documentat…
64988
teoobarca
Enables AI assistants to perform web searches and deep research via Perplexity,…
64989
kennetchau
MCP Server Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
64990 N/A N/A 95
64991
dynamicfeed
62 live, cryptographically signed data tools for AI agents and robots: weather,…
64992 N/A N/A 95
64993
sargue
Manage grocery lists on OurGroceries.com via CLI or MCP, supporting item operat…
64994
SolonaBot
MCP server for Google Docs integration with comprehensive document operations s…
N/A N/A
64995
fedora-copr
Copr MCP Claim
Provides tools to interact with Fedora Copr, enabling users to manage projects,…
N/A N/A 95
64996
exabyteso
mailpit_mcp Claim
Enables interaction with a local Mailpit instance for capturing and inspecting …
N/A N/A
64997
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
64998
falconaipro
Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
64999
MagnusCole
mcp-unify Claim
Unifies multiple MCP servers behind a single endpoint with lazy loading, auto-c…
65000
agtmwebtoon
autocad-mcp Claim
Enables LLMs like Claude to create and edit AutoCAD drawings via natural langua…
N/A N/A
Showing 64951–65000 of 66301 servers