MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67701
skotlander
Equity trend, relative-strength, expected-return, market-context, and research …
— ○ ⏳ — N/A N/A — 95 —
67702
duriantaco
sshrew Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
— ○ ⏳ — — — — — —
67703
Hardik-369
Assesses code change risk with ultra-low token budget (50-100 tokens) and provi…
— ○ ⏳ — N/A N/A — — —
67704
anasdevai
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
— ○ ⏳ — — — — 81 —
67705
webhook-co
webhook.co Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
— ○ ⏳ — — — — — —
67706
Clement-Okolo
Provides real-time weather alerts and forecasts for US locations by integrating…
— ○ ⏳ — — — — — —
67707
wilf974
A local MCP server that provides a sovereign memory substrate for LLMs, enablin…
— ○ ⏳ — N/A N/A — — —
67708
davincinewton
An extension-based MCP server that enables AI assistants to control your existi…
— ○ ⏳ — N/A N/A — 95 —
67709
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
— ○ ⏳ — — — — 81 —
67710
julienchriqui-okkoer
Exposes NetSuite REST API for orchestrating Spendesk × NetSuite integration, pr…
— ○ ⏳ — — — — — —
67711
akhilthomas236
GitScribe Claim
GitScribe is an MCP server that enables intelligent web scraping of Git-based d…
— ○ ⏳ — — — — — —
67712
pcbackdraftmarketing-tech
duda-mcp Claim
Enables Claude to interact with the Duda API for creating sites, updating conte…
— ○ ⏳ — — — — — —
67713
fabiendupont
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
— ○ ⏳ — — — — — —
67714
jaewoongy
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
— ○ ⏳ — — — — — —
67715
cacack
vyos-mcp Claim 1
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
— ○ ⏳ — — — — 81 —
67716
metaweardigital
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
— ○ ⏳ — — — — 67 —
67717
junter1989k-ai
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
— ○ ⏳ — — — — — —
67718
salafidurus
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
— ○ ⏳ — N/A N/A — — —
67719
claymore666
ccu-mcp Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
— ○ ⏳ — N/A N/A — — —
67720
Michael-Obele
DocShark Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
— ○ ⏳ — N/A N/A — — —
67721
wilfred-l-lee-jr
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
— ○ ⏳ — N/A N/A — 95 —
67722
zskycode
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
— ○ ⏳ — N/A N/A — — —
67723
geraservicesuk
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
— ○ ⏳ — N/A N/A — 95 —
67724
yashwitam
MCP Server Claim 1
An MCP server that provides document management capabilities including reading,…
— ○ ⏳ — N/A N/A — 95 —
67725
JohanBellander
MCP server that connects AI assistants to Garmin Connect health and fitness dat…
— ○ ⏳ — N/A N/A — — —
67726
Brand-safe ad, email, product description, and social content production.
— ○ — N/A N/A — 81 —
67727
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
— ○ ⏳ — N/A N/A — — —
67728
annas-tracksuit
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
— ○ ⏳ — — — — 81 —
67729
sandeep-alluru
BalanceLab Claim
Runaway loop detector for AI token economies — monitors token usage and cost ra…
— ○ ⏳ — — — — — —
67730
bads1de
Provides access to global news articles from over 60,000 sources through the GN…
— ○ ⏳ — — — — — —
67731
catlog22
codexlens Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
— ○ ⏳ — N/A N/A — — —
67732
KodzghlyCZ
mcp-hooker Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
— ○ ⏳ — — — — — —
67733
OscarGalloGarcia
Enables interaction with SAP Business One via Service Layer REST API to retriev…
— ○ ⏳ — — — — — —
67734
matin
MCP server to interact with Garmin Connect, enabling retrieval of health, activ…
— ○ ⏳ — — — — — —
67735
govind
govind_1234 Claim
— ○ ⏳ — N/A N/A — 95 —
67736
vishnu27597
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
— ○ ⏳ — — — — — —
67737
RuntimeAll
image-mcp Claim
MCP server for generating images via text-to-image and image-to-image using lk8…
— ○ ⏳ — — — — — —
67738
ohrytskov
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
— ○ ⏳ — N/A N/A — — —
67739
neco001
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
— ○ ⏳ — — — — — —
67740
atillab1
embedded-mcp Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
— ○ ⏳ — N/A N/A — — —
67741
Asad-hashmi
Enables AI clients (Cursor, Claude Desktop) to manage Redmine issues, projects,…
— ○ ⏳ — — — — — —
67742
lcaliani
graylog-mcp Claim
Enables querying Graylog log management system for messages using natural langu…
— ○ ⏳ — — — — — —
67743
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
— ○ ⏳ — — — — 81 —
67744
schwarztim
Provides access to Shodan's IoT search engine API for device search, host intel…
— ○ ⏳ — N/A N/A — — —
67745
Nimistu
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
— ○ ⏳ — — — — — —
67746
sandraschi
blender-mcp Claim
Enables AI-powered control of Blender through natural language, allowing users …
— ○ ⏳ — N/A N/A — — —
67747
Redrock453
MCP server for integrating Metasploit Framework with Claude AI, enabling exploi…
— ○ ⏳ — N/A N/A — — —
67748
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
— ○ ⏳ — — — — 81 —
67749
Areeburrehman-26
Provides a single tool to display visual progress bars for time remaining in th…
— ○ ⏳ — — — — — —
67750
mcpflow
Provides real-time access to Singapore's Land Transport Authority data, includi…
— ○ ⏳ — — — — — —
Showing 67701–67750 of 68948 servers