MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7251
theSharque
mcp-architector Claim 1
MCP server for architecture and system design. Store and manage project archite…
B 70 55 65 100 N/A 37 95 39
7252
Omer-Sadeh
Brings rubber duck debugging to AI-powered IDEs by providing a tool for articul…
B 70 54 60 55 N/A 36 95 98
7253
RhombusSystems
Rhombus MCP Server Claim
Enables AI assistants to interact with Rhombus physical security systems, provi…
B 70 55 60 66 37 82 99
7254
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7255
Agoric
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
B 70 55 72 62 40 76 93
7256
mcmurtrya
Ukraine War MCP Claim
Provides text analysis tools including TF-IDF document search and text profilin…
B 70 55 84 42 48 81 92
7257
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7258
Jing-yilin
TwitterAPI MCP Server Claim 2
An MCP server that provides access to Twitter data and write actions through Tw…
B 70 55 63 100 56 76 47
7259
jkawamoto
mcp-memos Claim 1
An MCP server for interacting with Memos.
B 70 54 53 62 N/A 69 80 93
7260
dswillden
Digital Brain MCP Claim 1
A persistent long-term memory system that enables AI clients to store and recal…
B 70 55 72 70 27 80 90
7261
reverb256
Enables AI assistants to generate videos from text prompts and images by interf…
B 70 55 82 58 27 81 91
7262
xiaobenyang-com
A Taiwan holiday query server based on Model Context Protocol (MCP), providing …
B 70 54 72 67 N/A 45 95 64
7263
orellazri
coda-mcp Claim 1
MCP server for [Coda](https://coda.io/)
B 70 55 39 72 73 80 93
7264
ainblockchain
AI Network MCP Server Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 55 62 82 43 81 74
7265
DynamicEndpoints
Huntress-MCP-Server Claim 1
MCP server for Huntress API integration
B 70 55 53 72 46 80 100
7266
jcjiron
Hevy MCP Server Claim
Enables interaction with the Hevy fitness tracking platform through their API. …
B 70 55 66 61 39 81 96
7267
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7268
SpongeBaby-124
Codex MCP Server Claim
Connects AI assistants to a local Codex engine for performing deep, project-lev…
B 70 54 84 53 N/A 27 95 78
7269
comprowler
Prowler MCP Server Claim
Analyzes Prowler security scan results for cloud environments, providing detail…
B 70 54 78 61 N/A 26 95 78
7270
PlayAINetwork
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
B 70 55 60 71 44 82 91
7271
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7272
samihalawa
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
B 70 55 90 62 28 80 74
7273
gabbar910
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
B 70 55 78 58 27 76 100
7274
fjing1
Enables AI-powered natural language stock market queries with real-time data fr…
B 70 55 86 51 19 81 99
7275
MetriLLM
metrillm Claim
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
B 70 64 90 61 0 83 95 100
7276
agentience
An MCP server implementation that helps Claude remember and learn from programm…
B 70 55 57 70 54 77 94
7277
avarant
A server that enables vector and keyword search capabilities in Typesense datab…
B 70 55 74 52 41 80 98
7278
solomonneas
wazuh-mcp Claim 1
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
B 70 55 57 62 53 83 95
7279
han-517
Scholar MCP Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 55 84 100 26 81 36
7280
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7281
Saurabhsing21
Literature MCP Claim 1
A specialized MCP server that provides a structured interface to the Europe PMC…
B 70 55 58 61 57 83 91
7282
apexneural-hansika
Graphiti MCP Claim
Provides persistent memory and context continuity for AI agents using Zep's Gra…
B 70 55 84 56 24 81 93
7283
kevinuehara
devto-mvp-server Claim
This is a complete MCP (Model Context Protocol) server that implements a articl…
B 70 55 70 61 39 81 93
7284
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 55 78 36 73 81 86
7285
docxmxm
Enables academic research through Google Scholar by searching for papers, findi…
B 70 55 84 53 34 82 89
7286
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7287
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7288
fr0ster
mcp-abap-adt Claim 1
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
B 70 54 90 52 N/A 84 95 28
7289
deso-protocol
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
B 70 55 86 60 23 81 88
7290
baranwang
MCP Deep Research Claim
Enables web search and deep research capabilities through the Tavily API, allow…
B 70 55 76 100 45 81 34
7291
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7292
withLinda
A Model Context Protocol server that enables AI assistants to control a real we…
B 70 54 81 36 N/A 39 95 95
7293
dkpoulsen
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
B 70 55 78 100 N/A 18 95 36
7294
vilasone455
SSH MCP Server Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 55 78 58 20 81 100
7295
LeadDelta
MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assi…
B 70 66 85 80 42 23 81 99
7296
jonradoff
lightcms Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
B 70 54 64 40 74 81 98
7297
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7298
silviosotelo
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
B 70 54 54 72 36 90 92
7299
glenngunnarsson-spp
Enables AI assistants to interact with Jira by executing commands through the A…
B 70 54 78 52 N/A 30 84 97
7300
sangokp
mcp-toolselect Claim 1
An MCP server that recommends specific tools for tasks by learning from usage p…
B 70 54 71 47 N/A 42 92 92
Showing 7251–7300 of 67197 servers
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