MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11501
DarshanHegdeP
An autonomous agent ecosystem that leverages Groq for high-performance reasonin…
C 63 44 42 N/A N/A 30 95 83
11502
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 55 72 41 18 80 93
11503
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 55 54 37 51 77 100
11504
nssachin
mcp-demo Claim
Provide a simple demonstration of an MCP server implementation. Enable basic in…
C 63 54 38 57 N/A 21 95 100
11505
colinterface
Provides access to Bay Wheels realtime bikeshare data, enabling users to find n…
C 63 55 72 30 29 82 94
11506
VibeCodingInc
vibe-mcp Claim
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
C 63 64 100 35 0 75 95 80
11507
sujjadshaik
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
C 63 54 56 27 N/A 39 95 100
11508
patw
Enables querying and analyzing the MongoDB sample_mflix movie dataset through n…
C 63 55 70 38 36 81 87
11509
cesarvarela
PostgreSQL MCP Server Claim 1
A TypeScript-based Model Context Protocol server that enables AI assistants to …
C 63 54 78 61 N/A 23 92 44
11510
SaintDoresh
An MCP tool that provides stock market data and analysis using the Yahoo Financ…
C 63 55 66 31 37 82 99
11511
revmischa
AgentBase Claim 1
Hosted shared knowledge base for AI agents. Store, search, and retrieve structu…
C 63 66 69 100 0 25 81 96
11512
shuakami
mcp-download Claim
📥 MCP Download Tool - AI-powered file download manager | 基于 MCP 的智能下载管理工具
C 63 55 64 82 N/A 22 95 34
11513
tenda-chi
MCP Docker Server Claim
Enables secure Docker command execution from isolated environments like contain…
C 63 54 54 32 N/A 36 95 96
11514
kukapay
Serving as a structured knowledge base of crypto whitepapers.
C 63 55 72 27 38 78 99
11515
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11516
ZacharyHampton
An MCP server built with Smithery that provides a foundation for real estate da…
C 63 55 53 57 23 83 94
11517
amanasmuei
An MCP server that provides access to Malaysia prayer time data through Claude …
C 63 64 81 65 0 43 92 95
11518
MacromNex
gRNAde MCP Server Claim
Enables RNA structure analysis, sequence evaluation, and inverse design using g…
C 63 54 60 33 N/A 27 91 98
11519
tweiss777
Enables AI assistants to interact with Salesforce CRM by executing SOQL queries…
C 63 55 76 40 30 78 84
11520
aidocx
mcp-server Claim
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
C 63 64 88 68 0 47 75 98
11521
connect-abdullah
A practice project that enables users to create and list orders within an in-me…
C 63 54 48 42 N/A 25 95 100
11522
avivshafir
abstractapi-mcp-server
C 63 55 62 32 41 81 99
11523
liujiajia111
Enables deployment of MCP servers on Cloudflare Workers without authentication,…
C 63 55 48 70 26 84 82
11524
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11525
KrishnaPramodParupudi
kaggle Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
C 63 54 56 30 N/A 37 90 100
11526
DavooxBv2
clishop Claim
Order anything from your terminal — search, buy, track, and manage via MCP tool…
C 63 64 74 75 0 51 83 98
11527
kgprs
google-flights Claim
Interact with Google Flights data to search for one-way, round-trip, and date r…
C 63 55 72 30 37 86 85
11528
michaelqshieh
OpenReview MCP Server Claim 1
Connects Claude to OpenReview to facilitate conference reviewer and area chair …
C 63 55 54 37 56 80 90
11529
Ramhori
Orchestrates Fireflies, Asana, and Notion MCP servers to automate end-to-end me…
C 63 54 84 40 N/A 40 95 43
11530
ZiQiangWang
mcp-weather Claim
get weather
C 63 54 36 61 N/A 19 94 100
11531
g4-business-ai
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
C 63 55 48 70 24 81 84
11532
wayangalihpratama
A template for deploying an authentication-free remote MCP server on Cloudflare…
C 63 55 48 68 27 81 85
11533
nothintoulouse
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 63 55 48 70 27 84 80
11534
annie25726
Accounting MCP Claim 1
A personal financial management tool that enables AI assistants to record trans…
C 63 54 72 36 N/A 24 94 77
11535
kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
C 63 55 50 40 49 81 100
11536
MorvanZhou
A server that integrates the MCP library with OpenAI's API, allowing users to i…
C 63 54 74 25 N/A 36 87 90
11537
masna-ai
A server that enables AI models to interact with Confluence Data Center through…
C 63 55 72 41 23 76 93
11538
ylin6
An MCP server that allows AI assistants to programmatically manage Unleash feat…
C 63 55 45 65 22 80 98
11539
kbhalerao
Basecamp MCP Server Claim 1
Connects Basecamp workspaces to AI tools, enabling management of projects, mess…
C 63 55 62 41 24 81 100
11540
netixc
Reddit MCP Server Claim
Enables interaction with Reddit through the Reddit API, allowing users to searc…
C 63 55 68 41 23 78 98
11541
888Greys
MCP-Mem0 Claim
A template implementation of the Model Context Protocol server that integrates …
C 63 55 70 30 37 81 96
11542
sandst1
A FastMCP server that creates a virtual MIDI output port, allowing LLMs to gene…
C 63 54 66 38 N/A 18 95 90
11543
whiskyCavalier
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 70 24 81 85
11544
NeoXider
Web Search Neo Claim
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
C 63 55 70 41 22 80 93
11545
debanshd
Enables web search capabilities through the Tavily API via the Model Context Pr…
C 63 55 60 51 24 81 93
11546
wilhelmklopp
A serverless tool that allows deployment of authentication-free Model Context P…
C 63 55 48 66 27 84 82
11547
bornpresident
MISP-MCP-SERVER Claim
MISP-MCP-SERVER
C 63 55 78 43 12 81 90
11548
TwT23333
A Model Context Protocol (MCP) server for advanced code analysis and editing wi…
C 63 55 78 28 20 81 100
11549
dh1789
My First MCP Claim
A tutorial MCP server that provides basic utility tools including time queries,…
C 63 55 54 100 48 81 22
11550
kevyder
banrepco Claim
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 62 47 47 81 76
Showing 11501–11550 of 57357 servers
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