MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56301
Kymylyy
Enables programmatic access to Fitatu nutrition tracking via MCP tools for logi…
56302
LucasMonteiro1
Enables posting and managing topics in Discord forum channels, including creati…
56303
SLineroDev
Provides tools for accessing, comparing, and analyzing GitHub repository releas…
56304
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
81
56305
Valxyria
AI-powered PCB and schematic design with KiCad. Works with Claude, Cursor, VS C…
N/A N/A
56306
rajool
A multi-account Google Workspace MCP server that drives Gmail, Google Calendar,…
56307
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
N/A N/A
56308
InfoseekAI
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
81
56309
win8428
Enables cold email marketing automation with campaign management, lead tracking…
56310
farid-trip2
Moving estimates, box rentals, and delivery in BC. Requires Eco Van Move accoun…
56311
HelenNguyen1611
MCP Server to log time and view Jira statistics directly from Cursor IDE.
N/A N/A
56312
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
81
56313
ruslanlap
16-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analy…
56314
titilq
lifequo Claim
N/A N/A 95
56315
arthurperch
MCP server to control a Flask application and optimize AWS costs, providing too…
N/A N/A
56316
yigitkonur
Enables AI assistants to perform comprehensive research by searching Google, mi…
81
56317
SoluDevTech
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
56318
casterkay
Syncs AI conversations from multiple platforms to local Markdown files for your…
N/A N/A
56319
Nealmalhotra
calhacks-2 Claim
N/A N/A 95
56320
cuongph-dev-work
jira-run-mcp Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
N/A N/A
56321
jameselkins
artemis-mcp Claim
Enables interaction with the Artemis API to retrieve crypto token metrics and g…
N/A N/A
56322
Nareshdevelop
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
56323
Garu-Pagamentos
garu-mcp Claim
An MCP server for the Garu payment platform. Create charges, manage customers, …
56324
Rumblingb
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
56325
Mfrostbutter
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
56326
Zfinix
MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
56327
archis17
Enables AI assistants to interact with local Git repositories for operations li…
N/A N/A 95
56328
Iploop
MCP server giving AI agents controlled residential-proxy web access with option…
56329
mrkooblu
Semrush MCP Claim
MCP server & CLI for keyword research, domain analytics, backlinks, traffic ana…
N/A N/A
56330
enriquecatala
mcp-lightrag Claim
Enables AI assistants to interact with LightRAG knowledge graphs, supporting sm…
N/A N/A
56331
intershopper
Enables AI assistants to manage remote servers via SSH with agentless command e…
56332
MagicLex
Enables LLMs to interact with Hopsworks for platform management, feature store …
56333
Danielbluz
MCP server for TeamDesk databases, enabling CRUD operations, search, and docume…
56334
AiAgentKarl
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
N/A N/A
56335
TrueValueRankings
Cryptocurrency fundamental analysis tools via MCP. Enables users and AI agents …
56336
codemonkyu
Provides tools to query and calculate AWS EBS performance metrics from CloudWat…
81
56337
AiAgentKarl
MCP Server for agent and service discovery — register, search, rate, and manage…
N/A N/A
56338
clawborrator
Connects Claude Code instances to a clawborrator hub via WebSocket, enabling cr…
N/A N/A
56339
lazymac2x
Cloudflare Workers MCP server: graphql-rest-bridge
56340
attikpo-akrabal-godwin
PR-Reviewer Claim
Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.
56341
bcornish1797
A full-featured long-term memory system for Claude Code that persistently store…
N/A N/A
56342
Kuon-dev
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
N/A N/A
56343
overlay-one
A Model Context Protocol server that enables AI assistants to manage Google Tas…
56344
jackdark425
Academic paper search and retrieval MCP server integrating multiple scholarly p…
56345
BradBissell
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
N/A N/A
56346
dxd214
Enables creating interactive mathematical visualizations like function graphs, …
56347
xiaobenyang-com
Retrieve comprehensive registration details for any domain. View nameservers, c…
N/A N/A 95
56348
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
56349
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
N/A N/A
56350
hesreallyhim
Enables interaction with Proton Pass via CLI operations, including vault and it…
N/A N/A
Showing 56301–56350 of 56925 servers