MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33801
thalovant
MCP server for Thalovant control-plane and hub runtime APIs, supporting local s…
33802
BACH-AI-Tools
tavily-mcp Claim
MCP server providing search, extract, map, and crawl tools powered by Tavily fo…
33803
ilyadurov97
korral-mcp Claim
MCP server that lets a Duvo agent talk to Korral's StoreLink API, enabling cate…
33804
ariburaco
A Model Context Protocol server that provides semantic search and intelligent a…
33805
chainpayto
Enables AI agents to directly operate ChainPay cryptocurrency payment system, i…
33806
awalcutt
Enables AI assistants to access Washington State Legislature data for bill trac…
33807
gawirable
office-mcp Claim
MCP server for reading, writing, editing, formatting, and exporting Microsoft O…
N/A N/A
33808
xiaobenyang-com
pdf-reader Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
N/A N/A 95
33809
Kaka-123-D
shippage Claim
Enables publishing HTML, markdown, text, ZIP files, and static folders to Shipp…
33810
RaulSaavedraDeLaRiera
Enables searching a knowledge base and asking grounded questions with hybrid re…
N/A N/A
33811
vdpeijl
web-docs-mcp Claim
MCP server for searching web documentation via sitemap.xml, enabling semantic s…
N/A N/A
33812
chelseyklein
An MCP server that lets Claude check your Nitrado-hosted ARK server: live statu…
33813
StarBoze
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
N/A N/A 95
33814
avdivo
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
N/A N/A
33815
nsvk13
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
33816
steinzi
netlab-mcp Claim
Wraps ipspace/netlab as an engine to give LLMs access to validated, lab-tested …
33817
badlogic
VS Claude Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
N/A N/A
33818
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
33819
donggyun112
keymem Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
N/A N/A
33820
skiddgoddamn
MCP server for Tilda with mass editing capabilities, combining read-only offici…
N/A N/A
33821
chittyos
ChittyMCP Claim
A consolidated Model Context Protocol server for the ChittyOS ecosystem, offeri…
33822
regenrek
Oplink Claim
Enables creating no-code agent workflows by combining multiple MCP servers into…
N/A N/A
33823
lakehouse-42
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
33824
enesmanan
Provides read and write access to multiple SQLite databases through the Model C…
N/A N/A
33825
fani-ko
QGISMCP Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
N/A N/A
33826
robertnowell
konid-ai Claim
A language expression coach MCP server that provides native-sounding translatio…
33827
karaokmert
A secure and optimized MCP server for integrating ClickUp project management, e…
33828
akashreddi
Enables conversational triage of ServiceNow incidents via Claude Desktop, autom…
33829
haliphax-ai
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
N/A N/A
33830
Greenmint-labs
Enables automated CAD operations via natural language, supporting both AutoCAD …
81
33831
keepwhatworks
Enables running AI councils across Claude, GPT, and Gemini, synthesizing answer…
N/A N/A
33832
monospay
monospay-mcp Claim
Pay per MCP tool call in USDC on Base. Non-custodial settlement, no admin keys,…
33833
shubham-01-star
A privacy-first memory layer for AI that securely bridges local knowledge with …
N/A N/A
33834
yuki-20
CornMCP Claim
Enables AI coding agents to perform surgical code analysis, semantic memory, an…
N/A N/A
33835
AlexMost
An MCP server that provides semantic search and vault operations for Obsidian n…
N/A N/A
33836
coinugget
Provides real-time cryptocurrency market signals including RSI, top gainers, pr…
33837
pkduongsu
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
33838
tilfin
Provides a serverless implementation of the Model Context Protocol for register…
33839
IntelligentElectron
This MCP server enables AI agents to understand and analyze electrical schemati…
N/A N/A
33840
tikflydotio
tikfly-mcp Claim 1
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
81
33841
masa-med-ai
MCP server for querying the Japanese KAKEN database of scientific research gran…
N/A N/A
33842
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
33843
abdunnasir
Enables querying and managing a SQLite database using natural language, with an…
N/A N/A
33844
rezaizadijahromi
MCP Panel Claim
AI-powered CAD design copilot for acoustic products (splitter silencers and str…
N/A N/A
33845
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
81
33846
rlaksana
An AI-optimized knowledge management system that provides semantic search, memo…
33847
smankoo
owlpost Claim
A high-fidelity IMAP/SMTP MCP server that enables reading, searching, and sendi…
N/A N/A
33848
Borelli-7
Provides AI assistants with contextual access to Berlin Group Open Finance API …
N/A N/A
33849
ATERCATES
MCP server for integrating with Bitbucket Cloud and Server APIs, enabling AI as…
33850
chicoIA
mcp-glpi-it4 Claim
Integrates with GLPI IT4Solução API v2.3 (OAuth2) to manage tickets, computer i…
Showing 33801–33850 of 67181 servers
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