MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55801
tonioshikanlu
Enables listing, reading, and searching over files in Google Drive, with automa…
55802
capitalthought
Pet travel docs + border readiness. Keyless: look up entry rules + sign up. Key…
55803
gabrielg2020
Exposes GOV.UK Frontend components and Design System patterns and styles as MCP…
55804
poshjosh
Enables publishing content to multiple social media platforms (YouTube, Twitter…
55805
AiAgentKarl
Provides real-time electricity grid data including CO2 intensity, power mix, an…
55806
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
55807
elifbeyzatok00
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
55808
LWaetzig
An MCP server for searching Google Scholar, enabling paper search, author looku…
55809
cyanheads
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossr…
N/A N/A
55810
Gravitied
TokenHub MCP Claim
A production-packaged Model Context Protocol server for coding agents that rout…
N/A N/A
55811
sichengchen
Provides over 50 tools across 14 categories for accessing Ohio State University…
55812
jupiter-ai0211
Lets AI clients store, search, and summarize short notes about a codebase durin…
N/A N/A
55813
tcpassos
Enables read-only querying of Moodle as a student, including courses, assignmen…
55814
slushpupie
actual-mcp Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
55815
appleple
Enables searching and retrieving content, module information, and Twig template…
55816
isteamhq
MCP server for Hacker News that enables AI agents to search stories, read comme…
55817
Jobicy
Official Jobicy MCP server to search, filter, and retrieve live remote job list…
55818
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
55819
mzxsuperman
Provides 14 financial market price data tools, including Polymarket events, Yah…
55820
essentialproject
Provides tools and resources for building Essential Viewer XSL views using vali…
N/A N/A
55821
gravik123
mcp_project Claim
N/A N/A 95
55822
nauta-ai
Holster MCP Claim
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
N/A N/A
55823 N/A N/A 95
55824
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
55825
blacksmithers
VaultForge Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
N/A N/A
55826
bookknhp
Enables AI to view and manage e-commerce data such as products, orders, and cou…
N/A N/A
55827
elevateinformatics
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
55828
workspace
Ghost MCP Claim
An MCP server for interacting with Ghost CMS blogs through AI assistants, suppo…
55829
redf0x1
An enhanced Model Context Protocol filesystem server that fixes common limitati…
N/A N/A
55830
surbhimotghare
MCP-Server Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
55831
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
55832
howardpen9
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
N/A N/A
55833
supin-kim-ilevit-com
GDS MCP Claim
Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
N/A N/A
55834
hyperwhisper-app
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
N/A N/A
55835
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
55836
win8428
Enables cold email marketing automation with campaign management, lead tracking…
55837
InfoseekAI
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
81
55838
rajool
A multi-account Google Workspace MCP server that drives Gmail, Google Calendar,…
55839
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
N/A N/A
55840
Valxyria
AI-powered PCB and schematic design with KiCad. Works with Claude, Cursor, VS C…
N/A N/A
55841
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
81
55842
SLineroDev
Provides tools for accessing, comparing, and analyzing GitHub repository releas…
55843
LucasMonteiro1
Enables posting and managing topics in Discord forum channels, including creati…
55844
Kymylyy
Enables programmatic access to Fitatu nutrition tracking via MCP tools for logi…
55845
alii13
Enables AI agents to perform conversational accessibility testing with actionab…
N/A N/A
55846
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
55847
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
55848
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
55849
RaedBerjaoui
One MCP that turns Claude Code into your whole dev stack by swallowing other MC…
N/A N/A
55850
Heretek-RE
MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling…
Showing 55801–55850 of 57160 servers