MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38751
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
N/A N/A
38752
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
38753
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
N/A N/A
38754
pjv4yj
Enables secure access to Tor/onion services with content filtering and safety g…
N/A N/A
38755
sandraschi
inkscape-mcp Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
N/A N/A
38756 N/A N/A 95
38757
CaullenOmdahl
Enables AI models to search and retrieve photos, videos, and collections from P…
38758
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
38759
ariri48
Enables Claude Code to query, create, and modify Dooray tasks via natural langu…
38760
mithung-vunet
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
38761
dwgx
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
N/A N/A
38762
shopsmartai
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
38763 N/A N/A 95
38764
ericm1018
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks f…
N/A N/A 95
38765
AmberPann
test-demo Claim
N/A N/A 95
38766
pipeworx-io
mcp-openaire Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
38767
staruml
Enables creating diagrams or generating code from diagrams in StarUML via promp…
N/A N/A
38768
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
38769
CSOAI-ORG
proofof-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38770
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
38771
ROHWOOCHUL
test11 Claim
N/A N/A 95
38772
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
38773
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
38774
CSOAI-ORG
html-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
38775
srishtivverma
allai Claim
N/A N/A 95
38776
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
38777
MCP-Mirror
Searches and fetches real-time documentation for libraries like Langchain, Open…
81
38778
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
38779
jtang613
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
81
38780
caubequay010
mcp-proxy Claim
N/A N/A 95
38781
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
38782
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
38783
pawanpanpan
serv Claim
N/A N/A 95
38784
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
38785
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
38786
DrRSatzteil
Enables semantic control and monitoring of openHAB smart home items through nat…
38787
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
38788
CSOAI-ORG
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
N/A N/A
38789
teaguesterling
Fledgling Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
N/A N/A
38790
titilq
lifequo Claim
N/A N/A 95
38791
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
38792
badchars
Cloud security audit tools for AI agents that provide direct access to cloud AP…
N/A N/A
38793
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
N/A N/A 95
38794
codependentai
Mind Cloud Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
38795
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
N/A N/A
38796
kapruka
Kapruka MCP Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
38797
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
38798
Lisleabrahams
World-class creative social media content studio, powered by AI.
38799
mcpland
testing-mcp Claim
Enables AI assistants to write and debug integration tests by providing live ac…
N/A N/A
38800
mountainmystic
Hedera ecosystem intelligence for AI agents. 16 tools, pay per call in HBAR.
N/A N/A 90
Showing 38751–38800 of 43430 servers
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