MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1701
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1702
houtini-ai
Enables searching Google's Knowledge Graph for real-world entities via two tool…
B 79 54 94 56 62 83 94
1703
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 55 72 100 44 81 91
1704
sliuuu
Equinix Fabric MCP Claim 2
An MCP server that enables AI assistants to manage network infrastructure throu…
B 79 55 85 65 59 82 98
1705
kannanprabu
MCPPentestBOT Claim
Enables AI assistants to perform authorized security testing and penetration te…
B 79 54 96 56 N/A 37 95 100
1706
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1707
hithereiamaliff
Access real-time public transit information including bus arrivals, train servi…
B 79 66 94 89 54 51 81 100
1708
stat-guy
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
B 79 55 90 100 N/A 43 95 52
1709
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
1710
TIMBOTGPT
Enables Claude AI to open files and directories with system default application…
B 79 54 90 67 N/A 36 90 99
1711
samerfarida
MCP SSH Orchestrator Claim 2
Provides policy-driven, auditable SSH access to server fleets for AI assistants…
B 79 55 100 82 82 81 43
1712
openpharma-org
CDC MCP Server Claim 1
Provides access to 73 CDC public health datasets covering disease surveillance,…
B 79 55 96 68 48 82 90
1713
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1714
Ansvar-Systems
Costa Rican legislation via MCP — full-text search across statutes and provisio…
B 79 54 71 93 N/A 35 95 91
1715
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1716
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1717
PsychoSmiley
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
B 79 66 90 76 94 53 82 70
1718
jsonallen
Perplexity MCP Server Claim 1
A server facilitating web search functionality by utilizing Perplexity AI's API…
B 79 55 94 65 53 80 94
1719
infiniV
Enables AI agents to capture screenshots from Android devices and emulators, an…
B 79 55 90 100 N/A 54 95 43
1720
jduartedj
Enables control of Android devices via ADB, allowing screenshot capture, touch …
B 79 54 96 58 N/A 47 87 98
1721
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 55 88 70 59 80 95
1722
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
1723
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1724
coingecko
Official CoinGecko API MCP Server for Crypto Price & Market Data. More detail…
B 79 55 84 61 87 81 87
1725
aashari
mcp-server-aws-sso Claim
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact w…
B 79 55 84 72 63 81 92
1726
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
1727
rog0x
time Claim
Timezone, dates, cron, timestamps for AI agents
B 79 44 72 N/A N/A 40 95 100
1728
random-robbie
An advanced web browsing server enabling headless browser interactions via a se…
B 79 55 66 82 N/A 45 95 100
1729
prismism-dev
Prismism Claim 1
Upload any file, get a tracked shareable link. DocSend for AI agents.
B 79 66 75 86 90 33 81 99
1730
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1731
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1732
sureshdotariya
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
B 79 55 88 100 N/A 50 90 54
1733
idoru
Run queries against InfluxDB OSS API v2.
B 79 55 84 68 75 76 92
1734
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
1735
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
1736
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
1737
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
1738
domdomegg
Defuddle Fetch Claim
Fetch content from the web, cleaned up nicely for LLMs (using Defuddle).
B 79 54 78 63 N/A 69 95 92
1739
null-runner
Chrome MCP Docker Claim
Enables AI coding assistants to control a persistent Chrome browser through Dev…
B 79 55 90 78 51 81 85
1740
alBERT-launcher
Integration server that enables interaction with Google services including Gmai…
B 79 55 96 68 38 80 100
1741
QuincyMillerDev
Ilograph Claim
Provides access to up-to-date Ilograph documentation and syntax validation capa…
B 79 55 92 55 68 81 99
1742
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
1743
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
1744
mbrummerstedt
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
B 79 54 70 68 69 92 99
1745
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
1746
finmap-org
mcp-server Claim
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
B 79 66 100 86 36 70 84 98
1747
drishit96
Enables personal finance management through Budgetsco, supporting transaction t…
B 79 55 80 70 69 81 95
1748
juyoung-won
figma-context-mcp Claim
B 79 54 78 72 N/A 63 90 87
1749
SurajAdsul
Salesforce MCP Server Claim 3
An MCP server implementation that integrates Claude with Salesforce, enabling n…
B 79 55 79 100 50 76 80
1750
talhaorak
pytaiga-mcp Claim
A MCP server for interacting with Taiga Project Manager
B 79 55 88 51 N/A 81 82 98
Showing 1701–1750 of 67181 servers
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