MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37501
StealthyLabsHQ
steam-mcp Claim
Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, a…
37502
dovetail
Connects AI tools to the Dovetail API, enabling them to interact with Dovetail …
37503
b0x42
An MCP server that connects AI assistants to Super Productivity for managing ta…
N/A N/A
37504
C-Bjorn
MegaMem Claim
Syncs Obsidian notes into a temporal knowledge graph and exposes 23 MCP tools f…
N/A N/A
37505
osanoai
An MCP server that bridges multiple AI clients (Claude, Gemini, Codex, OpenCode…
N/A N/A
37506
RhombusSystems
rhombus-mcp Claim
N/A N/A 95
37507
grab
TinyMCP Claim
A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI a…
37508
Cicatriiz
Enables timezone conversion, astronomical calculations, and date utilities thro…
N/A N/A
37509
853046310
Enables CRUD operations on Qingflow forms, queries, and records through agent-n…
37510
armatrix
twitter-mcp Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
37511
igledaniel
tourmis Claim
N/A N/A 95
37512
code-cheers
Enables creating a Contra-style game session that can be played inline in MCP-c…
37513
neongrau
Fyndling Claim
Built for medieval market fans, reenactors, and living-history enthusiasts — an…
37514
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
81
37515
karannsharma01
Provides real-time US weather alerts and forecasts using the National Weather S…
37516
cyanheads
Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, fo…
37517
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
37518
michaelfeng
A China A-share market data MCP server that enables AI agents to query factor d…
37519
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
37520
raihan0824
An MCP server that provides tools to interact with the Respona Dashboard backen…
37521
cmeans
Shared memory for any MCP-compatible AI, enabling cross-platform knowledge pers…
37522
anass319
Enables interaction with Shopify store data via the GraphQL Admin API for manag…
81
37523
Materioa
Enables AI assistants to search and read Materio's educational PDF resources di…
37524
mikimatsub
swsd-mcp Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
37525
shahil-yadav
Enables real-time weather data streaming through a secure MCP server. Features …
81
37526 N/A N/A 95
37527
kylburns89
Enables natural language interaction with ServiceNow instances for managing inc…
N/A N/A
37528
nami2111
Manage satellites, hosting, serverless functions, changes and more through any …
N/A N/A
37529
iampopovich
Enables interaction with TestIT test management platform, allowing management o…
N/A N/A
37530
Streen9
React MCP Claim
Enable Claude AI to manage and interact with React applications seamlessly.
N/A N/A 95
37531
SKULLFIRE07
Captures project memory automatically across AI coding sessions, injecting rele…
N/A N/A
37532
memorise8
Enables searching and retrieving Korean Supreme Court precedents from the law.g…
37533
fmangot
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
81
37534
GSA-TTS
Enables LLMs to query and analyze government website analytics from analytics.u…
37535
kanishka-namdeo
Production-grade financial data infrastructure for AI assistants, providing rel…
N/A N/A
37536
vmanoilov
servers Claim
N/A N/A 95
37537
ssakone
Enables AI assistants and MCP clients to interact with PocketBase databases for…
37538
fastmcp-me
Enables natural language interaction with rasdaman databases, allowing users to…
37539
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
37540
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
37541
alanse-inc
Provides comprehensive programmatic control over Google Workspace applications …
37542
jamot-pro
Jamot MCP Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
37543
morrow-addref
LSP-MCP Claim
Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing …
N/A N/A
37544
sigmade
Provides lightweight Git merge analysis with quick overviews of changes, file l…
N/A N/A
37545
comigor
Exposes Composio tools and actions (Gmail, Linear, etc.) as MCP-compatible tool…
37546
Plantos-Sensor
Enables AI assistants to analyze farm locations, retrieve soil and weather data…
37547 N/A N/A 95
37548
Lautrek
Scout Claim
Browser MCP server that connects to your existing browser, preserving sessions,…
N/A N/A
37549
okash1n
kb Claim
A local MCP server that provides a shared context and learning foundation acros…
N/A N/A
37550
maimai-hqw
ashare-mcp Claim
An MCP server that exposes all 23 baostock data endpoints as tools, including K…
Showing 37501–37550 of 41157 servers
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