MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1551
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
1552
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1553
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
1554
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1555
WhitneyDesignLabs
cnc-fluidnc-mcp Claim 1
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
B 79 44 69 N/A N/A 53 95 96
1556
leandrogavidia
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
B 79 55 90 71 49 81 98
1557
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 55 78 100 54 81 71
1558
appwrite
mcp-for-api Claim
MCP (Model Context Protocol) server for Appwrite
B 79 54 96 57 N/A 76 95 69
1559
RichardHan
A Model Context Protocol server that enables secure interaction with Microsoft …
B 79 55 81 70 68 76 100
1560
symbo-ls
Symbols MCP Claim 2
Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference
B 79 55 79 82 N/A 36 95 94
1561
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1562
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 55 96 68 42 81 98
1563
kingkongshot
Spec Workflow MCP Claim
An intelligent MCP server that helps development teams maintain high-quality pr…
B 79 55 96 100 53 84 47
1564
Ansvar-Systems
srilanka-law-mcp Claim
Sri Lanka legislation via MCP -- full-text search across statutes and provisions
B 79 54 69 93 N/A 34 95 91
1565
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
1566
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
1567
srdmathur
Collects and aggregates developer activity data from GitLab, GitHub, Google Cal…
B 79 55 96 65 44 81 100
1568
eddywebs
Enables AI copilots to understand and query Salesforce org configurations throu…
B 79 55 96 72 33 81 99
1569
plainly-videos
Enables LLM clients to programmatically generate videos using Plainly's API by …
B 79 54 90 62 N/A 47 95 93
1570
dhofheinz
MCP ComfyUI Flux Claim 1
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
B 79 54 84 62 N/A 60 90 94
1571
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
1572
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1573
lightos
Interactive Shell MCP Claim 1
Enables LLMs to create and manage persistent, interactive shell sessions with f…
B 79 54 100 56 N/A 48 87 97
1574
yokingma
one-search-mcp Claim
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
B 79 55 82 100 N/A 73 83 51
1575
olaservo
Skill Jack MCP Claim
Integrates Agent Skills into LLMs by discovering skills in a configured directo…
B 79 54 78 57 N/A 72 90 98
1576
OGMatrix
mcmodding-mcp Claim 1
MC Modding is a Model Context Protocol (MCP) server designed to equip AI assist…
B 79 54 100 28 N/A 81 92 94
1577
shinpr
sub-agents-mcp Claim 3
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
B 79 54 81 57 N/A 77 92 91
1578
architectds
mathgraphs-mcp Claim
Math & statistics graphing, computation, visualization, and validation engine
B 79 54 67 100 N/A 34 90 95
1579
maksimsarychau
mcp-zebrunner Claim 1
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, lau…
B 79 54 80 70 N/A 74 81 88
1580
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1581
ryelle
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
B 79 55 82 57 79 82 100
1582
kannanprabu
MCPPentestBOT Claim
Enables AI assistants to perform authorized security testing and penetration te…
B 79 54 96 56 N/A 37 95 100
1583
todo-for-ai
Provides AI assistants with a standardized interface to interact with the Todo …
B 79 55 94 63 55 80 99
1584
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 55 72 100 44 81 91
1585
hetpatel-11
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
B 79 55 86 75 N/A 55 95 73
1586
gglessner
Enables interaction with .zim archives by providing tools for article search, c…
B 79 44 72 N/A N/A 43 95 100
1587
Ansvar-Systems
singapore-law-mcp Claim
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
B 79 54 71 93 N/A 37 95 91
1588
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1589
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1590
hekmon8
A server that enables interaction with Home Assistant devices and automations t…
B 79 55 94 66 52 76 99
1591
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1592
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1593
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1594
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
1595
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
1596
bnmbnmai
apollo-proxy Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
B 79 54 84 72 50 95 87
1597
peteretelej
diffchunk Claim 1
Enables LLMs to efficiently navigate and analyze large diff files by providing …
B 79 55 71 91 N/A 55 95 79
1598
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
1599
arunsanna
AWS Sage Claim 2
A unified MCP server for AWS that enables natural language infrastructure manag…
B 79 55 84 82 68 81 76
1600
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
Showing 1551–1600 of 67181 servers
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