MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 5⁄4 ◉ ⏳ 38 42 N/A 14 95 100
13152
byjit
Toolkits MCP ⚡ Claim
A collection of image processing tools that enables users to optimize images, r…
C 59 5⁄4 ◉ ⏳ 48 30 N/A 31 92 93
13153
kumr192
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
C 59 6⁄6 ◉ ⏳ 78 71 0 28 80 88
13154
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 6⁄6 ◉ ⏳ 86 43 0 56 81 91
13155
leescot
Enables search and retrieval of academic papers from PubMed database with advan…
C 59 5⁄5 ◉ ⏳ 60 33 — 16 83 94
13156
jasonkneen
A TypeScript template for building Model Context Protocol servers that implemen…
C 59 5⁄5 ◉ ⏳ 62 82 — 20 81 35
13157
meltingpixelsai
zero-core-verify ⚡ Claim
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
C 59 5⁄4 ◉ ⏳ 48 43 — 40 78 89
13158
Arindam200
devto-mcp ⚡ Claim 1
MCP Server of DevTo
C 59 5⁄5 ◉ ⏳ 39 35 N/A 48 81 100
13159
csrdltte
Provide a streamlined and extensible MCP server implementation that enables sea…
C 59 5⁄4 ◉ ⏳ 30 60 N/A 4 95 100
13160
izzanzahrial
MCP Server ⚡ Claim
A Python implementation of the Model Context Protocol (MCP) that connects clien…
C 59 5⁄5 ◉ ⏳ 66 26 — 26 77 96
13161
tylerjharden
flemcee ⚡ Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 5⁄4 ◉ ⏳ 53 28 N/A 39 80 97
13162
sirusb
samtools_mcp ⚡ Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 5⁄5 ◉ ⏳ 72 28 — 23 76 90
13163
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 5⁄5 ◉ ⏳ 62 32 — 22 81 93
13164
kwonsw812
kiwoom-mcp ⚡ Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 5⁄4 ◉ ⏳ 33 75 — 41 87 59
13165
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
13166
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 5⁄5 ◉ ⏳ 54 57 — 24 78 75
13167
jikime
YouTube Toolbox ⚡ Claim 1
An MCP server that provides AI assistants with powerful tools to interact with …
C 59 5⁄5 ◉ ⏳ 57 43 — 22 81 88
13168
hyperskill
MCP-Hyperskill ⚡ Claim
A FastMCP integration with Hyperskill that allows AI agents to explain programm…
C 59 5⁄5 ◉ ⏳ 66 30 — 24 81 87
13169
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 5⁄5 ◉ ⏳ 68 31 — 19 81 88
13170
Kim-soung-won
mcp-example ⚡ Claim
C 59 5⁄4 ◉ ⏳ 30 45 N/A 26 94 100
13171
bble
Monad MCP Claim 1
An MCP server that allows querying MON token balances and NFT counts on the Mon…
C 59 5⁄5 ◉ ⏳ 39 58 — 30 83 83
13172
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 5⁄5 ◉ ⏳ 47 40 — 36 81 92
13173
lalrow
Enables web search capabilities through the Tavily API and serves as a demonstr…
C 59 5⁄5 ◉ ⏳ 54 37 — 26 81 95
13174
Prooflie
An MCP server that provides deepfake detection capabilities, allowing clients t…
C 59 6⁄6 ◉ ⏳ 65 71 0 36 81 99
13175
Ansvar-Systems
egyptian-law-mcp ⚡ Claim
Egyptian legislation via MCP — full-text search across statutes and provisions
C 59 6⁄6 ◉ ⏳ 90 32 0 64 82 92
13176
ekdh600
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
C 59 5⁄4 ◉ ⏳ 78 48 N/A 29 80 48
13177
vishalmysore
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) wi…
C 59 5⁄5 ◉ ⏳ 51 46 — 44 81 71
13178
HyunJuHwan
Scenario Word ⚡ Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 5⁄5 ◉ ⏳ 54 100 — 23 81 22
13179
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 5⁄5 ◉ ⏳ 48 33 — 44 81 92
13180
Financier-Nuri
MiniMax MCP Server ⚡ Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 5⁄5 ◉ ⏳ 84 0 — 27 81 98
13181
evimeyer
A deployable MCP server on Cloudflare Workers that enables using custom tools w…
C 59 5⁄5 ◉ ⏳ 54 58 — 28 69 82
13182
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 5⁄5 ◉ ⏳ 68 15 — 33 81 95
13183
jessicarod7
A simple MCP server that retrieves and displays status information and incident…
C 59 5⁄4 ◉ ⏳ 52 22 N/A 21 95 100
13184
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 5⁄5 ◉ ⏳ 45 57 — 21 81 84
13185
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 6⁄6 ◉ ⏳ 78 72 0 21 81 96
13186
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
13187
mokesmokane
Test MCP Server ⚡ Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 6⁄6 ◉ ⏳ 84 66 0 22 81 91
13188
mfang0126
A Model Context Protocol (MCP) Server that provides unified access to multiple …
C 59 5⁄5 ◉ ⏳ 78 65 — 16 81 35
13189
13888285815
Windows-MCP ⚡ Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 5⁄5 ◉ ⏳ 72 0 — 52 81 92
13190
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 5⁄5 ◉ ⏳ 44 45 — 27 81 99
13191
bsmi021
Provides code completion, bug fixing, and test generation for multiple programm…
C 59 6⁄6 ◉ ⏳ 78 75 0 18 80 91
13192
SmartManoj
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
C 59 5⁄4 ◉ ⏳ 48 32 N/A 22 95 97
13193
TakanariShimbo
DateTime MCP Server ⚡ Claim 1
A Model Context Protocol server that provides tools to get the current date and…
C 59 5⁄5 ◉ ⏳ 45 87 — 26 81 47
13194
hankerbiao
Redfish MCP Server ⚡ Claim
Enables interaction with Redfish-compliant BMC devices for server management, f…
C 59 5⁄5 ◉ ⏳ 56 36 — 27 81 90
13195
feenlace
mcp-1c Claim 1
MCP server for 1C:Enterprise — AI assistant sees your configuration and generat…
C 59 5⁄5 ◉ ⏳ 73 0 N/A 62 81 82
13196
shashi29vs
Provides time filter tools for CX Dashboard integration, allowing users to set …
C 59 5⁄5 ◉ ⏳ 54 37 — 21 81 100
13197
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 5⁄5 ◉ ⏳ 58 43 — 18 81 88
13198
Brokk-Sindre
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
C 59 5⁄5 ◉ ⏳ 56 36 — 35 82 82
13199
rockmelodies
PocGenius ⚡ Claim
Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vu…
C 59 5⁄5 ◉ ⏳ 66 31 — 39 81 74
13200
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 5⁄4 ◉ ⏳ 76 58 N/A 26 89 28
Showing 13151–13200 of 69135 servers
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