MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10301
alDuncanson
Provides tools to query, search, and list Google Calendar events using the Mode…
C 65 55 54 40 66 76 99
10302
mordang7
ContextKeep Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
C 65 55 72 31 N/A 40 80 99
10303
jlankellii
Star MCP Claim
A comprehensive Model Context Protocol service providing zodiac information que…
C 65 55 72 100 33 81 23
10304
sp2learn
An MCP server and web application that enables natural language medical queries…
C 65 55 73 41 22 81 98
10305
alexjsmith0115
Synapse Claim 2
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
C 65 54 90 27 N/A 29 87 80
10306
Wolfe-Jam
Persistent project context for xAI Grok. IANA-registered .faf format.
C 65 64 84 63 0 82 95 75
10307
dearcloud09
Logseq MCP Server Claim 2
Enables AI assistants like Claude to directly read, write, search, and navigate…
C 65 54 86 66 N/A 31 90 36
10308
juyitingmcp
聚义厅MCP Claim
An AI personality collaboration tool based on Model Context Protocol (MCP) that…
C 65 55 60 100 56 81 17
10309
317431629
3dsmax-mcp Claim 1
Enables AI assistants to directly control Autodesk 3ds Max through natural lang…
C 65 54 72 53 N/A 45 87 62
10310
Aeven-AI
Nano Banana Claim
Generate, edit, and restore images using natural language prompts through the G…
C 65 66 80 67 0 73 81 96
10311
hbg
mcp-paperswithcode Claim
🐍 ☁️ MCP to search through PapersWithCode API
C 65 54 72 20 N/A 43 90 100
10312
adetxt
SQL MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
C 65 55 63 82 N/A 22 95 46
10313
octave-commons
A unified MCP server with composable tools for GitHub operations, file manageme…
C 65 55 90 43 30 81 70
10314
atikant-sql
Enables Claude to access and analyze your Strava activities through OAuth authe…
C 65 54 66 38 N/A 25 95 94
10315
Noveum
API-Market MCP Server Claim 4
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
C 65 55 77 82 41 76 36
10316
kbhuw
Enables serving and querying documentation with AI-powered capabilities includi…
C 65 55 68 43 42 81 90
10317
dkb12138ggg
A powerful AI service platform that provides complete MCP tool calling capabili…
C 65 55 74 33 41 81 93
10318
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 56 28 76 97
10319
mrosata
Provides read/write access to any FHIR-compliant healthcare API with built-in v…
C 65 55 80 38 27 81 89
10320
peijun1700
Bluemouse Claim
Advanced AI Code Quality Gate
C 65 55 78 26 N/A 72 74 81
10321
alohays
openai-tool2mcp Claim 1
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
C 65 55 74 70 56 80 38
10322
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10323
HundunOnline
mcp-agent-forge
C 65 55 66 36 56 81 87
10324
TitanmindAGI
A WhatsApp marketing and messaging service that handles both free-form messages…
C 65 55 72 42 44 81 84
10325
ainightshift
Enables retrieval and analysis of Google Trends data for any search term over t…
C 65 55 60 66 24 81 86
10326
jiayao
mcp-chess Claim 1
A MCP server playing chess against LLMs.
C 65 54 53 38 N/A 42 92 99
10327
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10328
jimmyjoe009
OpenF1 MCP Server Claim
Enables access to Formula 1 data from the openF1.org API, including driver info…
C 65 55 84 28 19 83 100
10329
msjsc001
OmniClip-RAG Claim 1
Local-first RAG desktop app & official MCP Server. Let any AI instantly search …
C 65 54 70 0 N/A 77 91 96
10330
tjackiet
Integrates bitbank's cryptocurrency market data with Claude to provide advanced…
C 65 55 72 55 35 81 74
10331
theYahia
superjob-mcp Claim 2
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
C 65 44 45 N/A N/A 58 83 77
10332
pab1it0
tripadvisor-mcp Claim 1
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
C 65 54 55 37 N/A 52 91 92
10333
z4656207
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
C 65 55 66 46 64 81 70
10334
yap-audio
Provides a robust interface for searching TikTok videos by hashtags and retriev…
C 65 55 78 28 43 81 91
10335
vikrantsinghsikarwar
A Model Context Protocol (MCP) server that enables integration of joke delivery…
C 65 55 48 55 41 81 100
10336
assafelovic
gptr-mcp Claim
MCP server for enabling LLM applications to perform deep research via the MCP p…
C 65 55 70 28 N/A 59 81 92
10337
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10338
BACH-AI-Tools
Calculator MCP Claim
Provides mathematical computation capabilities including basic arithmetic opera…
C 65 55 80 36 27 81 91
10339
AndyShaman
gemini-webapi-mcp Claim 1
MCP server for Google Gemini that enables image generation, editing, file analy…
C 65 54 57 38 N/A 51 90 92
10340
seansoreilly
ABS MCP Server Claim 3
An MCP server that provides AI assistants with access to Australian Bureau of S…
C 65 55 71 58 18 82 85
10341
urjitbhatia
it2mcp Claim 1
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
C 65 54 53 41 N/A 48 92 92
10342
adhikasp
mcp-git-ingest Claim 1
Read and analyze GitHub repositories with your LLM
C 65 54 60 30 N/A 42 92 100
10343
scarletlabs-ai
Votars MCP Claim
Votars is the world's smartest multilingual meeting assistant, designed for voi…
C 65 55 62 57 16 82 98
10344
pedrohzwang
An MCP server that enables integration with Google Drive through a service acco…
C 65 55 57 62 27 80 95
10345
yarnovo
Enables intelligent exploration of Unreal Engine documentation through a Neo4j-…
C 65 55 54 62 46 83 77
10346
tamago-labs
XRPL MCP Claim
Enables interaction with XRP Ledger blockchain for managing wallets, creating a…
C 65 55 54 68 28 76 95
10347
agent-network-protocol
Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Pro…
C 65 64 90 70 0 58 95 73
10348
JuanSebastianGB
NPM Context Agent MCP Claim 1
Provides comprehensive contextual information about npm packages including READ…
C 65 55 66 82 46 81 40
10349
jasonwilbur
cloud-cost-mcp Claim 1
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
C 65 66 96 55 0 67 83 90
10350
rohitsingh-iitd
Zillow MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Zillow real e…
C 65 55 63 46 34 81 96
Showing 10301–10350 of 49876 servers
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