MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12651
srinikandula
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
C 60 55 54 53 18 71 95
12652
Ansvar-Systems
spanish-law-mcp Claim
Spanish legislation via MCP — full-text search across statutes and provisions
C 60 64 90 36 0 45 95 91
12653
NNNNzs
A FastMCP-based tool for monitoring server statistics that retrieves CPU, memor…
C 60 55 60 100 22 81 19
12654
gleachkr
Enables LLMs to prove theorems in Lean and formalize mathematical problems usin…
C 60 55 68 28 27 81 91
12655
DekaCube
A minimal, dockerized template for creating HTTP-based Model Context Protocol s…
C 60 55 60 35 16 81 100
12656
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12657
Otman404
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
C 60 55 66 25 23 82 96
12658
Gabbo01
Zeek-MCP Claim 1
A Model Context Protocol server that integrates Zeek network analysis capabilit…
C 60 54 45 30 N/A 45 95 89
12659
rvibek
Enables AI agents to generate UNHCR-styled data visualizations including bar, l…
C 60 55 60 50 21 81 82
12660
mohdhaji87
Provides advanced JWT auditing tools including decoding, vulnerability analysis…
C 60 54 54 30 N/A 22 95 94
12661
BioContext
PubChem-MCP Claim 1
An MCP server that provides tools for querying the PubChem database for detaile…
C 60 55 63 28 25 81 100
12662
dhkts1
Provides tools for structuring complex problems through narrative-based sequent…
C 60 64 78 57 0 39 92 90
12663
plaban1981
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
C 60 54 50 31 N/A 36 95 89
12664
rfteles97
Enables fetching jokes from multiple APIs including Chuck Norris jokes, Dad jok…
C 60 55 60 17 47 81 100
12665
yooztech
yooztech_mcp_mysql Claim
Enables secure read-only access to MySQL databases with automatic database infe…
C 60 55 54 37 47 81 83
12666
ramprasadchauhan
Farm OS MCP Server Claim
Enables management and monitoring of farm operations including field and crop t…
C 60 54 54 25 N/A 24 94 100
12667
hifriendbot
ailist-mcp Claim 1
MCP server for AiList — search and discover Ai projects from Claude Code
C 60 64 55 71 0 50 95 93
12668
vipankumar87
Provides calculator tools for mathematical operations, document resources for a…
C 60 54 54 28 N/A 24 95 94
12669
plgonzalezrx8
EasyWebhook-MCP Claim
Enables Claude to send webhooks to Discord, Slack, or any custom HTTP endpoint …
C 60 55 60 38 24 80 93
12670
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 55 54 37 25 82 99
12671
luziadev
luzia Claim
Real-time crypto prices from Binance, Coinbase, Kraken, OKX, and Bybit
C 60 66 67 75 0 56 69 99
12672
y7ut
mcp-tavily-search Claim
Use Tavily Search to search for news pages or images.
C 60 55 64 23 46 81 87
12673
jirispilka
Greet anyone by name with friendly, personalized messages. Explore the origin o…
C 60 66 90 46 0 55 81 92
12674
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12675
vulkanr
LastBlueTape Claim
Construction punch list management for AI agents. Create lists, add items, trac…
C 60 64 76 56 0 47 83 100
12676
king-of-the-grackles
AI-powered Reddit intelligence for market research and competitive analysis. Di…
C 60 66 88 43 0 57 80 94
12677
onoda4480
Efficiently delivers project documentation to AI agents like Claude on-demand, …
C 60 55 48 63 25 81 77
12678
atarkowska
fastmcp-sqltools Claim 1
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
C 60 54 45 31 N/A 50 90 89
12679
kukapay
chainlist-mcp Claim 1
An MCP server that gives AI agents fast access to verified EVM chain informatio…
C 60 55 55 27 38 82 100
12680
aubreyhayes47
sci-calc-mcp Claim
sci_calc_mcp is a lightweight, high-performance Model Context Protocol (MCP) se…
C 60 54 38 30 N/A 44 95 100
12681
merterbak
Grok-MCP Claim 2
MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic t…
C 60 55 51 37 52 76 87
12682
yugabyte
YugabyteDB MCP Server Claim 1
An MCP server implementation that allows Large Language Models to directly inte…
C 60 55 53 28 51 81 90
12683
apisql-dev
apisql-mcp Claim
一个 MCP Server 连接你的所有数据库,数据库 MCP Server 的瑞士军刀。One MCP Server for all your databa…
C 60 55 84 0 N/A 41 81 93
12684
Racy324
Weather MCP Server Claim
Enables real-time weather queries for 12 major Chinese cities and global locati…
C 60 55 54 31 42 81 94
12685
tmstack
A secure database query service built on FastMCP framework that allows users to…
C 60 55 56 46 23 81 89
12686
Samarth2001
A Model Context Protocol server that enables Claude AI to interact with Gmail, …
C 60 55 45 41 34 81 98
12687
JackKuo666
bioRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP…
C 60 55 70 27 20 83 94
12688
Intelligence08
Video Editor MCP Claim
Enables users to upload, search, edit, and generate videos through Video Jungle…
C 60 66 92 62 0 24 81 91
12689
vipcong816
dy-mcp Claim
Enables automation of Douyin (TikTok China) tasks including parsing share links…
C 60 54 48 41 N/A 22 95 87
12690
mcp2everything
MCP2Brave Claim 1
A server based on the MCP protocol that uses the Brave API for web search funct…
C 60 55 70 27 35 81 84
12691
maneesha029
Enables interaction with Pendle Finance DeFi protocol to fetch live yields, sim…
C 60 55 52 56 21 81 84
12692
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12693
VolumeFi
Paloma DEX MCP Server Claim 1
A Model Context Protocol server that enables AI agents to autonomously execute …
C 60 55 65 28 25 81 97
12694
tnngnc
Provides access to Tastytrade historical price data via the Model Context Proto…
C 60 55 60 38 27 76 93
12695
VaishnaviK23
Trading MCP Server Claim
Enables fetching real-time stock prices from Yahoo Finance through Claude AI's …
C 60 55 60 22 36 82 100
12696
TencentCloudADP-DevRel
An MCP server for managing and publishing 3D files using S3-compatible storage …
C 60 55 57 32 26 81 100
12697
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12698
ramaris-app
mcp-server Claim
On-chain wallet analytics and trading strategies on Base for AI assistants
C 60 64 66 70 0 45 83 95
12699
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12700
guangxiangdebizi
An MCP server that enables AI assistants to query and access structured knowled…
C 60 55 63 33 29 81 90
Showing 12651–12700 of 56925 servers
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