MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13901
kpanko
todoist-mcp Claim
A Python-based MCP server for Todoist that enables comprehensive task managemen…
C 56 55 66 10 N/A 30 76 98
13902
gugga7
Enables AI assistants to discover and search authentic Moroccan tourism experie…
C 56 66 82 31 0 51 82 94
13903
shree-bd
IntelliGlow Claim
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
C 56 55 42 36 18 80 100
13904
InstalabsAI
instagit Claim 1
MCP server for Instagit — AI-powered Git repository analysis for coding agents
C 56 66 51 73 0 55 72 91
13905
WinJayX
MCP Jenkins Server Claim
An integration tool that allows interaction with Jenkins CI/CD servers through …
C 56 55 60 22 22 81 91
13906
xiaobenyang-com
rfc-server Claim 1
An MCP server for obtaining, parsing and reading RFC documents from the ietf.or…
C 56 64 57 67 0 45 95 72
13907
FromZero2One
Demo MCP Server Claim
A demonstration MCP server built with FastMCP that provides basic mathematical …
C 56 55 42 35 27 81 94
13908
AbacatePay
Enables integration with Abacate Pay API for managing payments, customers, and …
C 56 66 54 60 0 56 81 90
13909
c4pt0r
mcp-server-tidb Claim
TiDB database integration with schema inspection and query capabilities
C 56 55 54 22 40 69 98
13910
Manaswi875
Enables researchers to search ArXiv papers, extract key insights (problems, met…
C 56 55 54 31 22 78 90
13911
woongaro
Connects to the Korea Meteorological Administration (KMA) Open API to provide s…
C 56 55 42 37 27 81 93
13912
Waicy
A server designed for processing PDF documents, enabling text extraction, table…
C 56 54 42 38 N/A 24 90 85
13913
jikime
MCP server that provides Korean weather information using grid coordinates and …
C 56 55 66 31 18 81 75
13914
xlengelle-sf
This MCP server provides tools to interact with the Salesforce Agentforce API, …
C 56 55 48 35 19 76 98
13915
c1r5
A demonstration project that implements a Model Context Protocol (MCP) server w…
C 56 55 48 32 21 81 96
13916
EmanManco
Enables AI agents to fetch real-time weather data for any location using the Op…
C 56 55 48 17 44 81 97
13917
dudu1111685
Telegram MCP Agent Claim
Enables AI assistants to operate as remote workers through Telegram, creating a…
C 56 55 42 41 21 81 93
13918
melanieawilson
Rec-MCP Claim 1
A Model Context Protocol server that enables searching for camping facilities a…
C 56 54 35 38 N/A 16 95 91
13919
MarcinMalczewski
A simple Model Context Protocol (MCP) server that provides date and time functi…
C 56 55 56 27 16 81 97
13920
jiaohuix
BiliMind-MCP Claim 1
An MCP server that generates structured notes from Bilibili videos by automatic…
C 56 55 47 40 16 81 93
13921
pickstar-2002
Video MCP Server Claim 1
A Model Context Protocol server that provides video processing capabilities inc…
C 56 55 57 75 40 81 17
13922
purmemo-ai
purmemo Claim
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …
C 56 66 96 10 0 68 80 90
13923
arunmenon
SDK MCP Server Claim
A configurable MCP server providing searchable access to AI/ML SDK source code …
C 56 55 48 22 34 80 99
13924
SpaceStation09
News Feed MCP Claim
Enables users to access up-to-date news through RSS feeds and read full article…
C 56 55 54 22 24 83 93
13925
zongjieshen
A minimal demonstration MCP server that provides basic mathematical addition an…
C 56 55 54 22 19 84 100
13926
sakthigcp
MCP Server Example Claim
A simple example MCP server that demonstrates basic server functionality and ca…
C 56 54 48 12 N/A 23 95 100
13927
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13928
ai-niki
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
C 56 66 66 46 0 54 81 92
13929
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
13930
ferdousbhai
investor-agent Claim
Yahoo Finance integration to fetch stock market data including options recommen…
C 55 66 72 28 0 61 81 94
13931
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
13932
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables executing and interacting with JMe…
C 55 54 33 38 N/A 19 91 92
13933
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
13934
sfiorini
YouTube MCP Server Claim
Enables AI models to interact with YouTube content including video details, tra…
C 55 66 100 10 0 47 81 90
13935
nihalxkumar
arch-mcp Claim 1
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and of…
C 55 66 86 10 0 70 74 100
13936
Traia-IO
Provides access to the Nager.Date API through the Model Context Protocol, enabl…
C 55 55 68 0 27 78 98
13937
andreadecorte
GABI MCP Server Claim 1
An MCP server that exposes GABI functionality, allowing users to run queries ag…
C 55 55 27 35 41 81 98
13938
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
13939
AB498
MCP server that provides computer control capabilities including mouse movement…
C 55 64 66 28 0 53 95 93
13940
cindyloo
Search, browse, and read your Dropbox files. Find documents by name or content,…
C 55 66 60 66 0 28 81 94
13941
hunter-io
Hunter MCP Server Claim
Provides integration between Hunter API and LLM providers supporting the MCP pr…
C 55 66 78 35 0 40 81 100
13942
manavaga
web3-signals Claim
Crypto signal intelligence: 20 assets, 6 dimensions, regime detection, portfoli…
C 55 66 84 36 0 32 76 99
13943
nwnusun-cool
A server based on the MCP framework that provides remote server management capa…
C 55 55 48 38 22 81 84
13944
kjozsa
Git MCP Claim 2
MCP server for managing Git operations on local repositories, allowing users to…
C 55 54 47 23 N/A 13 95 92
13945
fino-oss
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
C 55 54 66 0 N/A 29 82 95
13946
spideynolove
Memory Bank MCP Claim 3
An MCP server that enables persistent memory, structured thinking sessions, and…
C 55 55 39 82 N/A 37 90 19
13947
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 55 48 25 19 81 98
13948
Codeshark-NET
Enables users to search and filter open source issues related to climate change…
C 55 66 66 65 0 20 81 94
13949
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
13950
ReNewator
Enables AI agents to interact with the WYGIWYH expense tracking API through 75 …
C 55 66 96 38 0 21 81 82
Showing 13901–13950 of 33379 servers
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