MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12951
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 5⁄5 ◉ ⏳ 62 35 — 18 81 92
12952
peteknowsai
Remote MCP Server ⚡ Claim
A Cloudflare Workers implementation of Model Context Protocol (MCP) server that…
C 59 5⁄5 ◉ ⏳ 54 52 — 26 80 77
12953
enkhbold470
Enables interaction with Instagram API functionality through a FastMCP-based se…
C 59 5⁄5 ◉ ⏳ 60 36 — 19 81 91
12954
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 5⁄5 ◉ ⏳ 62 17 — 36 82 99
12955
fernandezpablo85
Polymarket MCP Tool ⚡ Claim 1
A Model Context Protocol server that enables interaction with Polymarket predic…
C 59 5⁄4 ◉ ⏳ 47 22 N/A 38 95 96
12956
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 5⁄5 ◉ ⏳ 64 32 — 19 81 94
12957
apify
apify-mcp-server ⚡ Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 6⁄6 ◉ ⏳ 94 10 0 87 81 93
12958
honeycombio
hny-mcp ⚡ Claim 1
Server for interacting with Honeycomb observability data. This server enables L…
C 59 6⁄6 ◉ ⏳ 94 71 0 57 82 44
12959
tomekkorbak
Strava MCP Server ⚡ Claim 1
A Model Context Protocol server that provides language models with access to St…
C 59 5⁄5 ◉ ⏳ 47 37 — 44 81 89
12960
search-atlas-group
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
C 59 6⁄6 ◉ ⏳ 60 72 0 52 81 91
12961
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 6⁄6 ◉ ⏳ 66 71 0 54 81 88
12962
HyunjunJeon
All-Search MCP Server ⚡ Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 5⁄5 ◉ ⏳ 63 43 — 24 81 78
12963
kumr192
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
C 59 6⁄6 ◉ ⏳ 78 71 0 28 80 88
12964
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 5⁄4 ◉ ⏳ 36 41 N/A 23 95 97
12965
Aguantar
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
C 59 5⁄4 ◉ ⏳ 76 0 N/A 47 75 97
12966
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 5⁄4 ◉ ⏳ 48 36 N/A 18 90 99
12967
yeonupark
MCP-Soccerdata ⚡ Claim
An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-d…
C 59 5⁄5 ◉ ⏳ 60 27 — 43 81 86
12968
velosovictor
Graforest MCP ⚡ Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 6⁄6 ◉ ⏳ 78 68 0 33 76 92
12969
Eivs
Enables Google search queries and webpage content extraction through an MCP ser…
C 59 6⁄6 ◉ ⏳ 72 72 0 28 82 96
12970
Sallvainian
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dim…
C 59 6⁄6 ◉ ⏳ 94 10 0 76 83 100
12971
Omkar4141
Test MCP Server ⚡ Claim
A demonstration MCP server project showcasing both local and remote server setu…
C 59 5⁄5 ◉ ⏳ 62 31 — 30 80 86
12972
BrayanTM
MCP Gastos ⚡ Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 5⁄4 ◉ ⏳ 50 30 N/A 24 95 92
12973
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 5⁄4 ◉ ⏳ 48 33 N/A 27 92 92
12974
Jahnik
A complete ChatGPT App implementation using MCP with OAuth2 authentication via …
C 59 6⁄6 ◉ ⏳ 78 72 0 24 81 89
12975
xiguaxiaome
xigua-MCP Claim 1
A Model Context Protocol server that extends AI capabilities through tools for …
C 59 5⁄5 ◉ ⏳ 45 55 — 16 81 90
12976
aafjes
Enables searching and retrieving information from the ClinicalTrials.gov databa…
C 59 6⁄6 ◉ ⏳ 100 50 0 27 81 85
12977
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 5⁄5 ◉ ⏳ 45 38 — 38 81 95
12978
ToseaAI
mcp-ToseaAI ⚡ Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 5⁄5 ◉ ⏳ 54 0 — 76 81 99
12979
KennanYang
Enables generation of comprehensive financial reports for major companies like …
C 59 5⁄4 ◉ ⏳ 80 33 N/A 20 95 52
12980
guangxiangdebizi
QMT-MCP ⚡ Claim
QMT-MCP 模块化量化交易助手
C 59 5⁄4 ◉ ⏳ 54 36 N/A 21 90 86
12981
MyBlockcities
A template for creating custom tools for Cursor IDE using Model Context Protoco…
C 59 6⁄6 ◉ ⏳ 78 62 0 42 81 90
12982
nictuku
A template repository for creating custom Model Context Protocol (MCP) servers …
C 59 5⁄4 ◉ ⏳ 60 27 N/A 39 94 75
12983
sanketshinde3001
MCP Server Claim 1
A Model Context Protocol server that provides greeting tools, resources, and pr…
C 59 5⁄5 ◉ ⏳ 29 100 N/A 23 95 37
12984
aqara-docs
MySQL MCP Server ⚡ Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 5⁄5 ◉ ⏳ 72 50 — 41 71 53
12985
PhungXuanAnh
selenium-mcp-server ⚡ Claim 1
A Model Context Protocol server providing web automation capabilities through S…
C 59 5⁄4 ◉ ⏳ 45 33 N/A 39 87 93
12986
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 6⁄6 ◉ ⏳ 69 61 0 46 81 97
12987
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 5⁄4 ◉ ⏳ 60 28 N/A 22 95 83
12988
AlekseiMarchenko
Persistent memory for AI agents. Store, recall, and share knowledge across sess…
C 59 5⁄5 ◉ ⏳ 72 0 N/A 70 69 94
12989
suryanshp1
Weather MCP Server ⚡ Claim
A simple demonstration server for the MCP Python SDK that provides weather aler…
C 59 5⁄4 ◉ ⏳ 58 28 N/A 23 90 93
12990
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 5⁄4 ◉ ⏳ 66 53 N/A 18 95 49
12991
slg1119
MySQL MCP Server ⚡ Claim
Provides MySQL database integration for AI assistants and other MCP clients, al…
C 59 5⁄5 ◉ ⏳ 60 26 — 23 81 99
12992
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 5⁄4 ◉ ⏳ 56 36 N/A 27 87 87
12993
leezhuuuuu
Skills MCP ⚡ Claim
A package manager for AI agents that connects LLMs to a global registry of capa…
C 59 6⁄4 ◉ ⏳ 54 68 0 44 95 100
12994
chintan-diwakar
A Model Context Protocol server providing comprehensive access to Yahoo Finance…
C 59 5⁄5 ◉ ⏳ 61 25 — 34 81 94
12995
charlielockyer-rice
Provides Claude with access to the tscircuit electronics component registry, en…
C 59 6⁄4 ◉ ⏳ 68 61 0 41 95 90
12996
Anarcyst
YouTube MCP Server ⚡ Claim
A zero-config server that enables searching YouTube videos, retrieving transcri…
C 59 5⁄5 ◉ ⏳ 70 0 — 51 81 99
12997
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 5⁄4 ◉ ⏳ 45 15 N/A 49 94 100
12998
fernsugi
x402-api-server ⚡ Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 6⁄6 ◉ ⏳ 96 43 0 29 80 100
12999
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 6⁄6 ◉ ⏳ 75 71 0 40 81 83
13000
repaera
Enables AI chat integrations to manage todo lists by providing tools for adding…
C 59 6⁄6 ◉ ⏳ 68 67 0 35 83 100
Showing 12951–13000 of 69111 servers
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