MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
28353
Scored
1966
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10101
hummingbot
mcp Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
C 66 54 78 22 N/A 71 81 84
10102
edgego
Integrates EdgeOne Pages Functions with large language models to retrieve and u…
C 66 55 66 40 44 82 98
10103
smartzan63
lucid-mcp-server Claim
C 66 54 60 60 N/A 69 95 44
10104
i-richardwang
Vision MCP Claim
Enables image analysis and understanding using Vision Language Models through O…
C 66 55 66 46 45 81 91
10105
bStyler
Enables users to fetch transcripts and comments from public Loom video URLs. It…
C 66 55 60 57 27 81 100
10106
tamappe
Market Index MCP Claim 1
Provides natural language access to over 100 years of historical market index d…
C 66 55 60 82 N/A 55 92 34
10107
mrwan84
ThinkPLC-MCP Claim
Enables AI assistants to interact with SIEMENS PLC S7-1500/1200 controllers thr…
C 66 55 60 66 27 76 93
10108
pallaprolus
mendeley-mcp Claim 1
MCP server for Mendeley reference manager. Search your library, browse folders,…
C 66 55 61 41 51 81 99
10109
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
10110
openpoem
spec-score-mcp Claim
Score your specs before feeding them to an LLM. MCP server with radar chart vis…
C 66 64 90 58 0 54 95 100
10111
serima
Twitter MCP Server Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 55 78 47 31 83 82
10112
netixc
SearXNG MCP Server Claim
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
C 66 55 58 58 40 81 92
10113
inventer-dev
Internet speed testing with network performance metrics including download/uplo…
C 66 55 66 33 68 82 88
10114
dbhavery
mcplex Claim 2
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
C 66 54 57 40 N/A 48 94 93
10115
fr0gger
MCP_Security Claim 2
MCP server for querying the ORKL API. This server provides tools for fetching t…
C 66 55 69 53 13 82 100
10116
Three-Little-Birds
XFOIL MCP Server Claim
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
C 66 55 48 70 N/A 49 95 67
10117
kychee-com
run402 Claim 1
Autonomous infra for Coding Agents paid by X402
C 66 55 72 58 71 80 49
10118
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
C 66 66 96 68 0 59 81 90
10119
atlanhq
atlan-mcp-server Claim 1
MCP server for interacting with Atlan services including asset search, updates,…
C 66 55 59 41 73 84 81
10120
NinjaEde
A Model-Context-Protocol server that provides a read-only interface to ProAlpha…
C 66 55 72 43 39 81 92
10121
rftsngl
Provide users with random advice through a simple and accessible API. Integrate…
C 66 54 74 27 N/A 31 92 100
10122
convertguru
File Convert MCP Server
C 66 55 72 41 39 81 92
10123
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
10124
ashenoy95
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 66 55 66 53 21 81 100
10125
securityfortech
secops-mcp Claim
All-in-one security testing toolbox that brings together popular open source to…
C 66 54 76 27 N/A 48 89 86
10126
Hochfrequenz
TransformerBee.MCP Claim
Enables conversion between EDIFACT and BO4E data formats through the transforme…
C 66 55 72 42 49 81 82
10127
ZoemDoef
Cisco FMC MCP Server Claim 1
A read-only Model Context Protocol server that enables LLMs to query Cisco Fire…
C 66 55 60 47 42 80 99
10128
skurekjakub
MCP server providing Git-related functionalities, primarily a tool to generate …
C 66 55 74 82 N/A 29 95 35
10129
samihalawa
envmem-mcp Claim
EnvMem
C 66 55 94 0 N/A 62 80 96
10130
Ghanishtha12
Simple MCP POC Claim
A proof-of-concept MCP server that enables reading local files and performing b…
C 66 54 54 55 N/A 32 87 96
10131
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
10132
nan-qin
MCP MongoDB Claim
Enables interaction with MongoDB databases through MCP, supporting database que…
C 66 54 72 53 N/A 26 95 72
10133
nklymok
Exposes Monobank personal account data through MCP tools, allowing users to fet…
C 66 55 60 68 21 81 92
10134
JosefGold
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
C 66 54 66 40 N/A 34 95 92
10135
AnkitDigitalsherpa
Echo Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 54 48 62 N/A 20 95 100
10136
rcoldwell
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
C 66 55 60 56 27 83 96
10137
armonge
Wahoo MCP Server Claim 3
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
C 66 55 63 71 54 82 58
10138
security-use
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
C 66 55 84 31 29 76 100
10139
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 55 68 40 42 80 99
10140
theosib
FreeCAD MCP Server Claim
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
C 66 54 78 33 N/A 44 77 97
10141
pepo1275
MCP4GVA Claim
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
C 66 55 78 87 21 81 43
10142
uarlouski
Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to man…
C 66 64 78 72 0 78 83 93
10143
ExactDoug
Fetch MCP Server Claim 1
Enables retrieval and processing of web page content for LLMs by converting HTM…
C 66 55 64 58 31 81 88
10144
marcosviniweb
Enables dynamic exploration of Angular library components by reading and analyz…
C 66 54 54 55 N/A 27 95 94
10145
Osmosis-AI
CodeMerge Claim 1
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
C 66 55 75 51 26 81 85
10146
imjac0b
Iconify MCP Server Claim
Provides access to over 200,000 open-source vector icons from more than 200 ico…
C 66 55 62 51 42 81 94
10147
AnotherStream
Enables integration with Evernote API to access and manage Evernote resources i…
C 66 55 80 58 23 81 77
10148
wjlim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
C 66 54 54 57 N/A 22 90 99
10149
MxIris-Reverse-Engineering
ida-mcp-server Claim 3
A Model Context Protocol server for IDA interaction and automation. This server…
C 66 55 59 74 N/A 67 80 50
10150
pr0cf5
GhidraMCP Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 54 66 33 N/A 40 95 91
Showing 10101–10150 of 33593 servers
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