MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1801
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1802
tznthou
Simple Console MCP Claim 1
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
B 79 54 82 67 N/A 52 89 99
1803
llmsresearch
paperbanana Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 54 76 56 N/A 90 90 90
1804
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 55 78 100 54 81 71
1805
raychao-oao
pty-mcp Claim
Interactive PTY sessions for AI agents — local shells, SSH with persistent sess…
B 79 44 67 N/A N/A 54 95 95
1806
david-strejc
SAGE-MCP Claim
A universal AI assistant MCP server that transforms Claude into a multi-talente…
B 79 55 96 72 43 81 91
1807
useconduit
Conduit MCP Claim
Connects AI agents to Conduit data streams for ingesting events, querying data,…
B 79 54 94 67 35 89 99
1808
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 55 88 70 59 80 95
1809
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1810
cfdude
Mac Shell MCP Server Claim 2
An MCP server that allows secure execution of macOS terminal commands through C…
B 79 55 75 100 N/A 82 82 55
1811
shopsavvy
Complete product and pricing data solution for AI assistants. Search for produc…
B 79 55 84 70 58 80 100
1812
tanker327
UUID MCP Provider Claim
A simple Model Context Protocol server that generates timestamp-based UUIDs (v7…
B 79 55 78 87 41 81 100
1813
base76-research-lab
conductor-graph-mcp Claim 1
Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…
B 79 55 90 91 N/A 29 83 85
1814
iolufemi
Express REST API and MCP Server Framework is a comprehensive development framew…
B 79 54 96 56 N/A 90 95 58
1815
pebbletek
cribl-mcp Claim
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
B 79 55 78 76 63 77 99
1816
jduartedj
Enables control of Android devices via ADB, allowing screenshot capture, touch …
B 79 54 96 58 N/A 47 87 98
1817
talhaorak
pytaiga-mcp Claim
A MCP server for interacting with Taiga Project Manager
B 79 55 88 51 N/A 81 82 98
1818
alysson-souza
Enables interaction with FreshRSS instances through the Google Reader API. Supp…
B 79 55 78 72 70 81 94
1819
OpenCageData
MCP server for OpenCage geocoding API
B 79 54 79 71 N/A 59 83 99
1820
kapillamba4
Code Memory Claim
MCP server with local vector search for your codebase. Smart indexing, semantic…
B 79 54 76 58 N/A 81 92 92
1821
QuincyMillerDev
Ilograph Claim
Provides access to up-to-date Ilograph documentation and syntax validation capa…
B 79 55 92 55 68 81 99
1822
CryptoAPIs-io
mcp-transactions-data Claim 2
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
B 79 64 81 76 92 37 83 92
1823 B 79 54 78 70 N/A 49 90 100
1824
cordlesssteve
Token Analyzer MCP Claim
Provides intelligent analysis of token usage patterns and optimization recommen…
B 79 54 90 71 N/A 37 90 96
1825
wso2
fhir-mcp-server Claim
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
B 79 55 84 66 72 83 91
1826
freema
openclaw-mcp Claim 2
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
B 79 55 75 68 76 80 100
1827
peacockery-studio
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
B 79 55 100 61 52 78 93
1828
christian-byrne
ComfyUI MCP Server Claim 1
Enables AI agents to manage ComfyUI workflows using a human-readable Domain Spe…
B 79 55 78 82 51 81 95
1829
KaiErikNiermann
pypreset Claim
Scaffold Python projects from YAML presets, augment existing projects with CI/t…
B 79 54 84 60 N/A 62 95 90
1830
typing233
edu_video_gen Claim
edu_video_gen
B 79 66 84 86 76 58 81 83
1831
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1832
pijusz
mcp-sanity-images Claim 1
MCP server for uploading local images to Sanity CMS
B 79 44 57 N/A N/A 73 95 97
1833
annibale-x
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
B 79 44 61 N/A N/A 64 95 98
1834
mizukaizen
hive-doctrine-mcp Claim
Agent knowledge marketplace. 105 products, 6 MCP tools, x402 payments on Base n…
B 79 54 67 100 N/A 37 90 90
1835
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1836
coingecko
Official CoinGecko API MCP Server for Crypto Price & Market Data. More detail…
B 79 55 84 61 87 81 87
1837
Aguantar
kafka-dataops-mcp Claim 1
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
B 79 44 72 N/A N/A 47 95 97
1838
ttommyth
RAG Memory MCP Claim 1
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
B 79 55 84 75 N/A 43 95 90
1839
X-McKay
Geocode MCP Server Claim 1
Provides global geocoding capabilities to convert city names and addresses into…
B 79 55 90 56 66 83 100
1840
crazyrabbitLTC
MPC Tally API Server Claim 1
A server that allows AI agents to interact with the Tally API to access DAO gov…
B 79 55 100 67 44 80 91
1841
LNS2905
mcp-beads-village Claim 2
Multi-agent MCP server for task coordination
B 79 55 86 91 N/A 30 90 82
1842
nekobato
Provides access to OpenAI's ChatGPT API with web search capabilities for Claude…
B 79 55 90 71 53 81 91
1843
oksure
openalex-research-mcp Claim 1
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
B 79 55 70 100 N/A 56 81 82
1844
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1845
crazyrabbitLTC
CoinGecko MCP Server Claim 1
Enables interaction with the CoinGecko Pro API to access cryptocurrency data in…
B 79 55 90 72 41 82 99
1846
chezsmithy
Provides tools for managing Thunder Client licenses through their API, enabling…
B 79 54 78 72 N/A 41 95 100
1847
whitebirchio
Enables integration with Monarch Money to query financial data, analyze spendin…
B 79 54 84 68 N/A 46 90 99
1848
mjknowles
Enables interaction with Matrix homeservers through the Model Context Protocol,…
B 79 54 79 68 59 92 92
1849
kpritam
Gremlin MCP Server Claim
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
B 79 55 88 62 63 81 96
1850
Bichev
Coinbase Chat MCP Claim
Provides AI agents with access to real-time cryptocurrency data from Coinbase's…
B 79 55 84 73 50 81 99
Showing 1801–1850 of 67181 servers
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