MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1601
whyjp
Encoding MCP Server Claim 1
Enables creation and management of UTF-8 with BOM encoded files optimized for W…
B 79 55 84 100 N/A 51 95 54
1602
Martinqi826
dida-mcp Claim
[Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task…
B 79 55 84 70 60 81 98
1603
nickdesi
FFBB MCP Server Claim
Provides access to real-time data from the French Basketball Federation (FFBB),…
B 79 66 74 71 87 69 82 90
1604
mansournorouzi
Connects Claude to Amazon Seller Central via the SP-API for natural language qu…
B 79 44 79 32 95 97
1605
JamsusMaximus
trainingpeaks-mcp Claim 1
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
B 79 54 100 46 N/A 51 90 98
1606
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1607
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1608
plainly-videos
Enables LLM clients to programmatically generate videos using Plainly's API by …
B 79 54 90 62 N/A 47 95 93
1609
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1610
OilpriceAPI
mcp-server Claim
Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts…
B 79 54 72 72 N/A 70 83 99
1611
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
1612
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1613
OGMatrix
mcmodding-mcp Claim 1
MC Modding is a Model Context Protocol (MCP) server designed to equip AI assist…
B 79 54 100 28 N/A 81 92 94
1614
shinpr
sub-agents-mcp Claim 3
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
B 79 54 81 57 N/A 77 92 91
1615
eddywebs
Enables AI copilots to understand and query Salesforce org configurations throu…
B 79 55 96 72 33 81 99
1616
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1617
Ansvar-Systems
turkish-law-mcp Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 91
1618
ryanmaule
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 79 54 90 71 N/A 23 95 99
1619
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1620
symbo-ls
Symbols MCP Claim 2
Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference
B 79 55 79 82 N/A 36 95 94
1621
todo-for-ai
Provides AI assistants with a standardized interface to interact with the Todo …
B 79 55 94 63 55 80 99
1622
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1623
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 55 72 100 44 81 91
1624
leosepulveda
Enables comprehensive integration with Google Analytics 4, allowing users to re…
B 79 55 78 82 64 81 84
1625
ngoiyaeric
Mapbox MCP Server Claim
Enables integration with Mapbox API for navigation and location services, inclu…
B 79 55 92 75 41 81 94
1626
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1627
kannanprabu
MCPPentestBOT Claim
Enables AI assistants to perform authorized security testing and penetration te…
B 79 54 96 56 N/A 37 95 100
1628
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1629
maksimsarychau
mcp-zebrunner Claim 1
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, lau…
B 79 54 80 70 N/A 74 81 88
1630
TIMBOTGPT
Enables Claude AI to open files and directories with system default application…
B 79 54 90 67 N/A 36 90 99
1631
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1632
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1633
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 55 78 100 54 81 71
1634
googleanalytics
Official Google Analytics MCP Server
B 79 55 84 60 72 81 99
1635
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1636
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1637
alexcz-a11y
Tessie MCP Server Claim
Provides intelligent Tesla vehicle analytics and control through the Tessie API…
B 79 55 84 72 53 81 97
1638
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1639
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 54 96 72 N/A 36 82 97
1640
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 55 88 70 59 80 95
1641
Damien829
Aipaygen Claim
Offers an extensive collection of utilities for research, web scraping, and pro…
B 79 66 100 80 59 55 81 91
1642
anirudhyadavMS
YouTube MCP Server Claim
Enables YouTube content browsing, video searching, and metadata retrieval via t…
B 79 55 86 68 54 82 100
1643
llmsresearch
paperbanana Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 54 76 56 N/A 90 90 90
1644
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1645
pebbletek
cribl-mcp Claim
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
B 79 55 78 76 63 77 99
1646
TiagoDanin
Enables control of Android devices via ADB for automation and testing. Supports…
B 79 54 90 51 N/A 52 95 100
1647
oksure
openalex-research-mcp Claim 1
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
B 79 55 70 100 N/A 56 81 82
1648
SebastianBaltes
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
B 79 55 78 91 N/A 27 95 89
1649
tznthou
Simple Console MCP Claim 1
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
B 79 54 82 67 N/A 52 89 99
1650
null-runner
Chrome MCP Docker Claim
Enables AI coding assistants to control a persistent Chrome browser through Dev…
B 79 55 90 78 51 81 85
Showing 1601–1650 of 67181 servers
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