MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33851
Santiagociroc11
Dynamis Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
N/A N/A
33852
aniketshaw748-hub
Human-in-the-loop user research: ask real people what the web can't answer, get…
33853
balakumardev
Enables AI-powered web research using your existing Perplexity Pro subscription…
N/A N/A
33854
StabRise
MCP server for detecting and redacting PII (Personally Identifiable Information…
33855
beomsu317
notion Claim
N/A N/A 95
33856
manza7014
tingyun-mcp Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
33857
Boyan253
Enables AI assistants to read and control FL Studio 2025 projects via file-base…
N/A N/A
33858
jsk6387
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
33859
arturayupov
Provides AI agents with access to a structured compliance dataset covering priv…
33860
emily397
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
33861
Dayoooun
Enables natural language querying of Korean statistical data from KOSIS, includ…
N/A N/A
33862
timothywarner-org
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
N/A N/A JU
33863
ruby0606
Integrates multiple earthquake data sources (IRIS, USGS, GNSS) for comprehensiv…
33864
weihermans
knowledge Claim
Evidence-graded, task-level record of how AI and automation change 70 occupatio…
33865
amornpan
Provides access to earthquake data from the Thai Meteorological Department (TMD…
33866
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
N/A N/A 81
33867
rakibhossain72
Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resour…
33868
andrefigueira
mcp-control Claim
MCP server that gives Claude Code full mouse, keyboard, and app control on macO…
N/A N/A
33869
logly-uk
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
33870
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
81
33871
anrawool
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
33872
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
33873
gadgethumans-dev
Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, n…
N/A N/A
33874
hellowind777
Multi-engine web search and content extraction MCP server with 10 sources, 4-wa…
33875
thijs-hakkenberg
A Model Context Protocol server that uses Git as a backend for a collaborative …
N/A N/A
33876
anasahmed07
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
N/A N/A
33877
mwl313
Namu Watcher Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
33878
jgraph
draw.io Claim
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+…
33879
Rheosoph
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
N/A N/A
33880
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
33881
MyronKoch
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
33882
jbertus
openart-mcp Claim
Automates OpenArt.ai character and video workflows using Playwright, exposing t…
N/A N/A
33883
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
33884
huangmy157
shop Claim
N/A N/A 95
33885
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
33886
smith-horn
Skillsmith Claim
An agent skill discovery, recommendation, and management system for MCP-compati…
N/A N/A
33887
lucaspsantana
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
33888
lm203688
AIShield Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
33889
LakshmiSravyaVedantham
claude-colab Claim
Enables Claude Code to execute shell commands, Python code, and file transfers …
N/A N/A
33890
getmasv
masv Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
N/A N/A
33891
JakeLiuMe
WebPeel Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
N/A N/A 95
33892
changeflowhq
Monitor any website and get AI-enriched change intelligence via MCP. Manage sou…
33893
dcc-mcp
dcc-mcp-fpt Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
33894
rijul170
Brings the full AlertLogic MDR platform into AI assistants, exposing 473+ tools…
33895
chenkumi
High-privilege PostgreSQL admin MCP server for database and role/grant manageme…
33896
alphaplapplap
Provides intelligent, persistent memory for AI assistants with semantic search,…
33897
osjr13-oss
Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
N/A N/A
33898
DIDA-AI
Enables AI agents to search and book hotels globally with real-time pricing and…
33899
alikayalll43-sudo
2DPIXELMCP Claim
An MCP server that bridges Antigravity AI with LibreSprite, enabling real-time …
N/A N/A
33900
Dayananda-D
devcdp Claim
Provides AI assistants with full browser DevTools access for debugging, includi…
N/A N/A
Showing 33851–33900 of 67181 servers
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