MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12601
tmhr1850
Backlog MCP Server Claim
Provides access to Backlog API for project management, issue tracking, and file…
C 60 55 54 87 42 81 26
12602
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12603
Racy324
Weather MCP Server Claim
Enables real-time weather queries for 12 major Chinese cities and global locati…
C 60 55 54 31 42 81 94
12604
ratchanonth60
A flexible Model Context Protocol server that enables LLMs to interact with dat…
C 60 55 60 31 34 81 91
12605
amithmathew
Enables interaction with Google Maps services through the Model Context Protoco…
C 60 54 54 33 N/A 21 95 90
12606
hifriendbot
ailist-mcp Claim 1
MCP server for AiList — search and discover Ai projects from Claude Code
C 60 64 55 71 0 50 95 93
12607
DekaCube
A minimal, dockerized template for creating HTTP-based Model Context Protocol s…
C 60 55 60 35 16 81 100
12608
CM004
Enables direct interaction with a SQLite database through custom-mapped tools f…
C 60 54 58 25 N/A 25 90 98
12609
chenningling
Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…
C 60 54 60 33 N/A 26 95 82
12610
sockcymbal
Enables AI assistants to interact programmatically with Autodesk Fusion 360 for…
C 60 55 66 41 20 81 85
12611
TencentCloudADP-DevRel
An MCP server for managing and publishing 3D files using S3-compatible storage …
C 60 55 57 32 26 81 100
12612
cloudera
Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to …
C 60 55 54 25 49 76 98
12613
rochitl72
Enables AI agents to perform e-commerce operations including product search, bu…
C 60 55 54 53 21 81 82
12614
Ak-9647
A Model Context Protocol server that allows AI assistants like Claude to intera…
C 60 55 51 42 27 81 96
12615
karaage0703
NotionMCP Light Claim 1
A Model Context Protocol server that synchronizes Markdown files with Notion pa…
C 60 55 57 43 54 82 65
12616
knustx
ITIS MCP Server Claim 1
Provides access to the Integrated Taxonomic Information System (ITIS) database …
C 60 66 96 53 0 32 80 93
12617
pfldy2850
Naver MCP Server Claim 1
An MCP server that provides access to Naver OpenAPI services, enabling users to…
C 60 55 39 32 66 80 94
12618
KairosMobius
memory-nexus-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 66 72 70 0 57 70 92
12619
banique15
Simple MCP Server Claim
A minimalist MCP server that provides a single tool to retrieve a developer nam…
C 60 55 66 36 18 81 93
12620
gleachkr
Enables LLMs to prove theorems in Lean and formalize mathematical problems usin…
C 60 55 68 28 27 81 91
12621
Hawstein
MCP Server Resend Claim
A tool integration that enables Claude to compose and send emails through the R…
C 60 66 90 56 0 41 81 88
12622
HeloyoM
mcp-server-test Claim
C 60 55 36 100 N/A 17 95 37
12623
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 55 54 37 25 82 99
12624
mike-pete
Remote MCP server that can be deployed on Cloudflare Workers without authentica…
C 60 55 48 66 21 81 75
12625
Totalsolutionsync
Kynver Claim
Unverified AI agents are a growing security risk. Kynver's MCP server brings ag…
C 60 66 78 70 0 28 81 95
12626
Won-ahamada
keris_edumcp Claim 1
C 60 66 78 68 0 56 80 77
12627
letoribo
Enhanced MCP server for GraphQL with filtered introspection and full variable s…
C 60 64 54 71 0 54 95 92
12628
re-bruce-wayne
trade-router-mcp Claim 2
TradeRouter.ai MCP Server — Solana swap & limit order engine.
C 60 55 78 57 N/A 29 75 45
12629
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12630
sumik5
Enables translation of SRT subtitle files from English to Japanese using local …
C 60 55 54 38 42 81 86
12631
kamath
Local Terminal Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 54 42 47 N/A 14 95 99
12632
zzenonn
A Python-based template for creating modular command center servers using the M…
C 60 55 62 35 18 81 98
12633
jdelon02
Exposes the Integrated Memory System (IMS) capabilities, including session mana…
C 60 55 60 43 25 81 84
12634
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12635
aungkoko-coding
A template for deploying a remote Model Context Protocol (MCP) server on Cloudf…
C 60 55 54 57 26 80 75
12636
MaPa07
gong-mcp Claim
gong-mcp
C 60 55 84 57 25 81 37
12637
ldilba
MCPServer Claim
A setup guide for running a Model Completion Protocol (MCP) server in Windows S…
C 60 54 48 53 N/A 21 82 93
12638
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12639
mlazag
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 60 55 48 45 26 81 95
12640
Otman404
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
C 60 55 66 25 23 82 96
12641
DevAdalat
Colab MCP Claim 1
A Model Context Protocol server that enables users to control and interact with…
C 60 55 39 57 42 81 81
12642
BioContext
PubChem-MCP Claim 1
An MCP server that provides tools for querying the PubChem database for detaile…
C 60 55 63 28 25 81 100
12643
rfteles97
Enables fetching jokes from multiple APIs including Chuck Norris jokes, Dad jok…
C 60 55 60 17 47 81 100
12644
script-dragonmkop8t
Provides AI agents with real-time cryptocurrency news and media updates sourced…
C 60 55 42 40 44 80 100
12645
octid-io
osmp Claim
Agentic AI instruction encoding. 60%+ compression over JSON. Inference-free dec…
C 60 54 72 0 N/A 38 91 96
12646
ebwinters
Chunky MCP Claim 1
An MCP server that manages chunking and reading of large responses, allowing to…
C 60 54 51 30 N/A 43 92 88
12647
ag2-mcp-servers
Sakari MCP Server Claim
A Multi-Agent Conversation Protocol server that enables interaction with the Sa…
C 60 55 60 52 21 80 76
12648
surajkumar0203
A simple MCP server that provides basic calculator functionality for performing…
C 60 54 48 35 N/A 24 95 95
12649
hakehuang
A lightweight server that simplifies building and flashing Zephyr RTOS projects…
C 60 54 66 31 N/A 50 88 63
12650
tanaikech
MCPApp Claim
This text introduces the Model Context Protocol (MCP) for AI interaction, explo…
C 60 64 86 41 0 50 95 86
Showing 12601–12650 of 30006 servers
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