MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8951
ALGeek01
Java Testing Agent Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 54 84 31 N/A 21 95 96
8952
chihebnabil
Provides comprehensive design principles and best practices to help LLMs genera…
C 68 55 72 45 38 82 100
8953
ringostat
Fider MCP Server Claim
Enables interaction with Fider customer feedback platforms, supporting post man…
C 68 55 78 42 36 82 98
8954
saikodi
hive-mcp Claim
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
C 68 54 66 38 N/A 49 90 97
8955
Arindam200
reddit-mcp Claim 1
Model Context Protocol server implementation for Reddit
C 68 55 57 51 N/A 54 81 98
8956
tarnover
MCP SysOperator Claim 1
A Model Context Protocol server enabling AI assistants to directly interact wit…
C 68 55 79 82 57 81 31
8957
Scottcjn
iota-agent-mcp Claim 2
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
C 68 54 57 62 32 87 97
8958
Abeautifulsnow
A Model Context Protocol (MCP) server that provides read-only TDengine database…
C 68 55 68 36 62 81 97
8959
quickchatai
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
C 68 54 56 42 N/A 49 95 100
8960
obrien-matthew
Tarkov MCP Server Claim
Provides comprehensive access to Escape from Tarkov game data, including item s…
C 68 55 84 27 42 83 97
8961
nomura565
Enables comprehensive office seat reservation management including viewing avai…
C 68 55 72 55 21 81 100
8962
drainney-jrt
Enables safe exploration and querying of multiple databases (PostgreSQL, MySQL,…
C 68 55 78 56 26 81 89
8963
amanhij
Zikkaron Claim
Biologically-inspired persistent memory engine for Claude Code MCP agents
C 68 54 66 28 N/A 68 95 90
8964
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8965
craigashields
Enables AI assistants to interact with Basecamp projects through natural langua…
C 68 55 66 51 49 81 93
8966
kgand
Document Parser MCP Claim 1
An MCP server that uses the Docling toolkit to convert various document formats…
C 68 55 75 33 60 81 94
8967
WHUT-News
Enables storing and retrieving weather forecasts with text and audio in Google …
C 68 55 78 52 26 81 95
8968
jlcases
PAELLADOC Claim 2
A Model Context Protocol (MCP) server that implements AI-First Development fram…
C 68 55 80 31 64 80 85
8969
AlexAI-MCP
Provides comprehensive Korean Beauty information through real-time web search, …
C 68 55 78 51 29 81 92
8970
ryaker
Mem0 MCP Server Claim 1
A Model Context Protocol server that integrates AI assistants with Mem0.ai's pe…
C 68 55 69 41 59 81 91
8971
nanoseil
A Model Context Protocol server that enables running and managing long-running …
C 68 55 63 100 N/A 27 82 51
8972
kirha-ai
Enables execution of crypto-related tool planning through Kirha AI's API with c…
C 68 55 78 68 21 81 79
8973
j4th
MTG MCP Server Claim
Magic: The Gathering card search, combo lookup, draft analytics, and Commander …
C 68 55 72 10 87 81 100
8974
cdmx-in
goodday-mcp Claim
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
C 68 55 72 43 49 77 99
8975
rayenamer
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 54 66 50 N/A 21 95 100
8976
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
8977
simplicianokelly52
comet-mcp Claim 2
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
C 68 55 63 56 N/A 51 80 91
8978
abhinavnatarajan
sqlite-reader-mcp Claim
A lightweight MCP server that provides read-only access to SQLite databases, al…
C 68 54 74 35 N/A 37 95 96
8979
admon84
Integrates live Screeps game data into AI development workflows, providing comp…
C 68 55 84 71 25 81 61
8980
NSO-developer
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
C 68 55 66 41 49 82 100
8981
dbogardus
A Node.js-based Model Context Protocol server that exposes Proxycurl's LinkedIn…
C 68 55 84 46 27 80 93
8982
jaksm
Enables AI-powered semantic search through Expo SDK documentation across multip…
C 68 66 100 77 0 52 82 96
8983
tspspi
Zotero MCP Server Claim
Enables semantic search and management of Zotero reference libraries using Post…
C 68 55 84 38 42 82 90
8984
zanetworker
MCP Docling Server Claim
A server that provides document processing capabilities using the Model Context…
C 68 55 90 32 38 81 92
8985
SeoNaRu
Enables real-time search and analysis of Korean laws, legal precedents, and adm…
C 68 55 72 71 28 81 78
8986
dbiswal3942-ctrl
Enables AI assistants to safely perform actions on your computer including file…
C 68 54 54 72 N/A 29 84 97
8987
bowwowxx
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
C 68 55 76 57 18 81 95
8988
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
8989
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8990
WynnD
An implementation of a Model Context Protocol server that allows Claude and oth…
C 68 55 80 46 27 82 97
8991
appolabs
Appo MCP Claim 3
An MCP server that streamlines the integration of the @appolabs/appo SDK into w…
C 68 55 69 52 46 82 89
8992
namp10010
Notes MCP Server Claim
A local note-taking server that provides intelligent management of markdown fil…
C 68 54 84 28 N/A 38 90 91
8993
JamesLouie
Oura Ring MCP Server Claim 1
A Model Context Protocol server that provides access to Oura Ring health and fi…
C 68 55 63 65 21 81 100
8994
terrakube-io
Terrakube MCP Server Claim 1
A Model Context Protocol server that enables managing Terrakube infrastructure …
C 68 55 53 60 46 81 100
8995
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 55 66 100 N/A 30 95 33
8996
ceciliomichael
Collects user feedback with text and image support through an Electron app, all…
C 68 54 66 57 N/A 27 95 88
8997
402-md
@402md/mcp Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 55 63 61 35 82 93
8998
codewithmsunke
MCP Math Server Claim
Provides basic mathematical operations including arithmetic, square root, and n…
C 68 55 66 55 29 84 99
8999
handsomestWei
Enables AI tools to analyze Java dependencies by scanning Maven projects, decom…
C 68 55 86 75 N/A 48 95 19
9000
fireproof-storage
Fireproof ledger database with multi-user sync
C 68 55 80 50 25 80 96
Showing 8951–9000 of 66484 servers
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