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
12801
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12802
dytavan
Generates secure random passwords and memorable passphrases with customizable o…
C 60 55 48 47 27 81 94
12803
LiusCraft
A Model Context Protocol server that enables large language models to interact …
C 60 55 39 68 22 76 88
12804
SunZhi-Will
Fetches website content and converts it to Markdown format with AI-powered cont…
C 60 66 90 65 0 20 80 96
12805
averagejoeslab
PDF Reader MCP Server Claim 1
An MCP server that provides comprehensive PDF processing capabilities including…
C 60 54 47 27 N/A 32 95 99
12806
JurreBrandsenInfoSupport
A comprehensive server that allows users to interact with the Zendesk API, prov…
C 60 55 56 82 N/A 19 95 31
12807
mike-pete
Remote MCP server that can be deployed on Cloudflare Workers without authentica…
C 60 55 48 66 21 81 75
12808
atarkowska
fastmcp-sqltools Claim 1
A MCP server provides SQL database access with support for PostgreSQL, MySQL, a…
C 60 54 45 31 N/A 50 90 89
12809
IA-Programming
MCP Image Server Claim 1
A Model Context Protocol server that enables fetching and processing images fro…
C 60 55 51 35 42 82 91
12810
easychen
Keynote-MCP Claim 2
A Model Context Protocol server that enables AI assistants to control Apple Key…
C 60 64 75 56 0 57 89 89
12811
JackKuo666
medRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
C 60 55 70 30 16 83 93
12812
Rafaysherwani
A lightweight microservice that fetches weather alerts and forecasts from the N…
C 60 55 66 28 18 83 100
12813
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
12814
harshwadhawe
Provides AI assistants with intelligent access to Google Calendar data, enablin…
C 60 55 60 43 21 81 90
12815
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 55 54 37 25 82 99
12816
HeloyoM
mcp-server-test Claim
C 60 55 36 100 N/A 17 95 37
12817
modelcontextprotocol-servers
Google Search MCP Claim 1
A Playwright-based tool that performs Google searches and extracts results whil…
C 60 55 60 82 24 81 37
12818
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
12819
ZohaibCodez
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
C 60 54 72 61 N/A 33 92 30
12820
kukapay
crypto-rss-mcp Claim 1
An MCP server that aggregates real-time cryptocurrency news from multiple RSS f…
C 60 55 57 25 41 80 97
12821
Alex-Smith-1234
An MCP-compatible server that uses iFlytek's large language model to generate P…
C 60 55 54 37 37 81 90
12822
Zhangchaokai1
zotero-word-mcp Claim
A Windows-based MCP server that enables the insertion of native Zotero citation…
C 60 54 54 31 N/A 47 92 77
12823
LeandroPG19
cuba-memorys Claim
Persistent memory for AI agents. 19 tools, Hebbian learning, RRF search, knowle…
C 60 54 60 36 N/A 33 92 75
12824
kdkiss
Enables searching for job listings on the German job portal Stepstone.de with m…
C 60 66 100 58 0 22 80 86
12825
Traia-IO
An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agent…
C 60 55 53 45 24 81 90
12826
Ansvar-Systems
spanish-law-mcp Claim
Spanish legislation via MCP — full-text search across statutes and provisions
C 60 64 90 36 0 45 95 91
12827
jbwcloudflare
A tool for deploying a remote Model Context Protocol server on Cloudflare Worke…
C 60 55 48 66 38 80 66
12828
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
12829
gleachkr
Enables LLMs to prove theorems in Lean and formalize mathematical problems usin…
C 60 55 68 28 27 81 91
12830
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12831
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 55 60 17 44 81 100
12832
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
12833
samuelbutler
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 60 55 48 56 21 81 86
12834
yamatairiku-dev
A Model Context Protocol (MCP) server that provides a tool for retrieving and m…
C 60 54 54 60 N/A 25 95 56
12835
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
12836
plaban1981
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
C 60 54 50 31 N/A 36 95 89
12837
eisuke000111
Provides real-time access to AWS security best practices, incident response pla…
C 60 55 72 56 18 82 60
12838
sumik5
Enables translation of SRT subtitle files from English to Japanese using local …
C 60 55 54 38 42 81 86
12839
jilanisayyad
Kafka MCP Server Claim 2
An MCP server that enables interaction with Kafka clusters to manage topics, mo…
C 60 55 35 67 48 82 72
12840
vipankumar87
Provides calculator tools for mathematical operations, document resources for a…
C 60 54 54 28 N/A 24 95 94
12841
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
12842
ltcg-addict
Enables AI assistants to interact with Ubuntu VMs via SSH, including executing …
C 60 55 64 31 19 81 97
12843
zzenonn
A Python-based template for creating modular command center servers using the M…
C 60 55 62 35 18 81 98
12844
tejpalvirk
Provides tools for managing qualitative research knowledge graphs, enabling str…
C 60 55 76 33 18 81 82
12845
rvibek
Enables AI agents to generate UNHCR-styled data visualizations including bar, l…
C 60 55 60 50 21 81 82
12846
jalaj-pandey
Weather MCP Tool Claim
An India-focused MCP server that provides real-time weather conditions, forecas…
C 60 55 48 45 21 81 99
12847
hunterphillips
sn-mcp Claim
Provides AI assistants with read access to ServiceNow instances to aid in build…
C 60 55 54 38 30 81 97
12848
Francis235
AMap MCP Server Claim
Non-official Model Context Protocol server that enables interaction with AMap's…
C 60 55 54 30 34 83 100
12849
Lillard01
chatExcel Claim 1
A Model Context Protocol server for intelligent Excel processing and data analy…
C 60 55 63 28 49 81 79
12850
MaPa07
gong-mcp Claim
gong-mcp
C 60 55 84 57 25 81 37
Showing 12801–12850 of 30006 servers
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