MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44751
sandeep-alluru
HumanProof Claim
Agent trajectory scorer for human-likeness — flags bot-like patterns in automat…
N/A N/A
44752
Zuga-luga
MCP Sentinel Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
44753
ptbsare
Enables searching for WeChat official account articles through the Sogou WeChat…
44754
jon933
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
44755
clearminds
MCP server for LibreNMS network monitoring — query devices, alerts, sensors, po…
44756
jgentes
A Model Context Protocol (MCP) server that provides AI assistants full access t…
N/A N/A
44757
luiscarone
Provides comprehensive access to Autodesk Fusion 360 Python API documentation, …
N/A N/A
44758
anam-org
Enables managing AI personas, avatars, voices, and sessions from any MCP client…
44759
sanity-labs
mcp-see Claim
An MCP server that gives AI agents the ability to observe and understand images…
N/A N/A
44760
AiAgentKarl
Provides AI agents with access to US patent data through 16 tools for search, c…
44761
cr7258
Enables comprehensive configuration and management of Higress through the Model…
44762
senoff
xlsx-for-ai Claim
50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/wri…
44763
xinyuzjj
An enhanced MCP server for interacting with the Godot game engine, enabling AI …
N/A N/A
44764
yukkie
gh-mcp Claim
A thin MCP server wrapping GitHub CLI body operations to avoid shell escaping i…
N/A N/A
44765
keyhoffman
Enables Claude to query other LLMs like ChatGPT, Perplexity, and Gemini for ver…
44766
shenyuexin
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
N/A N/A
44767
wtfsayo
Simulates harsh, fake user reviews to psychologically condition AI agents for e…
N/A N/A
44768
1vecera
A Confluence MCP server optimized for AI agents, enabling surgical section edit…
44769
sam-ueckert
An MCP proxy that minifies tool schemas to reduce context tokens, supporting mi…
N/A N/A
44770
isaachansen
Enables AI assistants to search the OSRS Wiki, lookup Grand Exchange prices, an…
N/A N/A
44771
pipeworx-io
Access Colorado government open data via Socrata SoQL API. Enables searching da…
44772
ANASSIJASSI
Enables AI assistants to query workplace incident data using RAG, providing sea…
44773
phiclin
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
44774
vktr93
Reviewmetric Claim
Connecting to the ReviewMetric, 15-AI agent scientific peer review pipeline
44775
lka
Enables interactive selection of image regions from images and PDFs, with OCR s…
N/A N/A
44776
malamutemayhem
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
N/A N/A
44777
bwats
lifeos-mcp Claim
Provides MCP-compatible AI agents with read access to a LifeOS knowledge base, …
N/A N/A
44778
kitimark
Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google C…
N/A N/A
44779
zyli5313
dochost Claim
Publish Markdown or HTML to a clean, shareable public link straight from your A…
44780
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
44781
solomonneas
adguard-mcp Claim
MCP server for managing AdGuard Home instances and AdGuardHome Sync with 33 too…
44782
McCullonas
MCP server for querying Belgian railway data (SNCB/NMBS) via the iRail API, ena…
44783
coolexer
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
N/A N/A
44784
icue
Enables exploring Steam store reviews and community discussion threads with ser…
N/A N/A
44785
yanhuifair
Godot MCP Claim
Model Context Protocol server for Godot Engine providing 279 tools across 26 ca…
N/A N/A
44786
pmanyeh
Enables AI assistants to read, search, and convert MindManager .mmap files with…
N/A N/A
44787
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
44788
TarasKhust
MCP server for Jira and Confluence integration with 32 tools for managing ticke…
44789
Artemida1609
A minimal Model Context Protocol (MCP) service for integration with external pl…
N/A N/A
44790
Lincyghb
MCP server for reading and writing .xls (Excel 97-2003) files, enabling data ma…
N/A N/A
44791
kayacancode
Controls Reachy Mini robot, enabling movement of head, body, and antennas, play…
N/A N/A
44792
TameemAlkadiki
Enables AI assistants to back up, list, and restore n8n workflows and PostgreSQ…
N/A N/A
44793
ingpoc
A Model Context Protocol (MCP) server for interacting with MongoDB stock data t…
N/A N/A
44794
bliss-fox
Enables building production-grade RAG systems with agentic reasoning, hybrid re…
N/A N/A
44795
Jang-myoung-gyoon
Enables management of App Store Connect apps including registration, listing, I…
N/A N/A
44796
AiAgentKarl
Enables AI agents to search and explore over 570,000 artworks from the Metropol…
44797
captenmasin
MCP server for Laravel Cloud to manage projects, environments, deployments, and…
44798
tamdogood
A personal assistant MCP server that integrates Todoist, Anki, Obsidian, and Go…
44799
crogers2287
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager, including proxy hosts, SSL…
N/A N/A
44800
quazi1622
PureRef MCP Claim
Enables AI assistants to create PureRef reference boards from local images and …
N/A N/A
Showing 44751–44800 of 67197 servers
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