MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1601
vivid-money
Vivid MCP Claim
Open a Vivid Business account from your AI chat via MCP.
B 79 66 90 70 88 44 81 91
1602
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 54 94 32 N/A 78 95 99
1603
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
1604
Tomatio13
mcp-server-tavily Claim 1
B 79 55 90 71 46 82 95
1605
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1606
vimo-ai
Memex Claim
Enables searching and retrieving Claude Code conversation history that would ot…
B 79 54 100 37 N/A 66 95 93
1607
ctrlShiftBryan
Enables AI coding assistants to control and inspect a live Chrome browser throu…
B 79 54 80 60 N/A 64 95 94
1608
CarlLee1983
MCP Prompt Manager Claim
Git-driven MCP server that manages and provides prompt templates with Handlebar…
B 79 55 78 58 83 81 100
1609
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
1610
major
This server provides real-time system performance metrics via Performance Co-Pi…
B 79 54 62 68 87 95 91
1611
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1612
cyanheads
GitHub MCP Server Claim 1
A Model Context Protocol server that enables LLM agents to manage GitHub reposi…
B 79 55 85 72 52 81 100
1613
gglessner
Enables interaction with .zim archives by providing tools for article search, c…
B 79 44 72 N/A N/A 43 95 100
1614
yohasacura
Draw.io MCP Server Claim 2
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
B 79 55 63 82 N/A 74 95 81
1615
sidearmDRM
sidearm Claim
Protect media from AI training, detect AI-generated content, and find stolen wo…
B 79 54 76 71 N/A 73 83 95
1616
googleanalytics
Official Google Analytics MCP Server
B 79 55 84 60 72 81 99
1617
vzeman
ARES MCP Server Claim 1
Provides access to the Czech ARES business registry API, enabling search and re…
B 79 55 90 72 51 82 91
1618
leandrogavidia
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
B 79 55 90 71 49 81 98
1619
idoru
Run queries against InfluxDB OSS API v2.
B 79 55 84 68 75 76 92
1620
Prekzursil
OmniAudit MCP Claim
A production-grade MCP server offering modules for GitHub issue/PR triage, live…
B 79 55 88 66 73 80 89
1621
JamsusMaximus
trainingpeaks-mcp Claim 1
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
B 79 54 100 46 N/A 51 90 98
1622
openSVM
zig-mcp-server Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 54 100 40 N/A 69 95 89
1623
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
1624
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
1625
joshmsimpson
exiftool Claim 1
Read, write, and remove metadata from 150+ file formats using ExifTool
B 79 55 90 91 N/A 42 95 60
1626
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
1627
lzy-hhhh
FreeCAD MCP Claim
Enables users to control FreeCAD through natural language for creating, editing…
B 79 44 66 N/A N/A 53 95 97
1628
savethepolarbears
Jules MCP Server Claim
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
B 79 55 96 68 45 80 94
1629
hanzili
comet-mcp Claim 1
Connect to Perplexity Comet browser for agentic web browsing, deep research, an…
B 79 54 90 57 N/A 57 90 98
1630
shopsavvy
Complete product and pricing data solution for AI assistants. Search for produc…
B 79 55 84 70 58 80 100
1631
SalesforceDiariesBySanket
A local-first MCP server that enables intent-based searching across over 350 of…
B 79 54 94 66 N/A 37 92 92
1632
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1633
FadingLight9291117
harmonyos Claim 1
MCP server for HarmonyOS development - interact with projects, devices, and app…
B 79 54 75 58 N/A 67 95 100
1634
Ansvar-Systems
portuguese-law-mcp Claim
Portuguese legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 90
1635
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 54 96 72 N/A 36 82 97
1636
vargahis
monarch-mcp Claim 2
Comprehensive Monarch Money integration with read and write support for account…
B 79 55 53 82 71 95 98
1637
architectds
mathgraphs-mcp Claim
Math & statistics graphing, computation, visualization, and validation engine
B 79 54 67 100 N/A 34 90 95
1638
tuannvm
mcp-trino Claim 1
A Go implementation of a Model Context Protocol (MCP) server for Trino
B 79 54 69 68 90 81 95
1639
amotivv
A server that leverages Cloudflare Browser Rendering to extract and process web…
B 79 55 96 62 50 82 95
1640
septapod
Generates entertaining stories told entirely through emojis with adjustable cha…
B 79 55 94 83 N/A 24 95 82
1641
Braffolk
Provides summarised output from various actions that could otherwise eat up tok…
B 79 54 90 71 N/A 51 84 92
1642
SidneyBissoli
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
B 79 55 82 100 38 83 77
1643
administrativetrick
Etsy MCP Server Claim 1
Enables AI assistants to search for products, retrieve listing details, get sho…
B 79 55 94 65 56 76 95
1644
reminia
zendesk-mcp-server Claim 1
A Model Context Protocol server for Zendesk
B 79 54 77 68 N/A 55 95 97
1645
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
1646
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
1647
chatmcp
MCP Server Flomo Claim 1
A TypeScript-based MCP server that enables users to write text notes directly t…
B 79 54 86 65 45 90 100
1648
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
1649
DojoCodingLabs
nanobanana-mcp Claim 1
A security-hardened MCP server for generating and editing images using Google G…
B 79 55 90 67 48 82 100
1650
deedy5
ddgs Claim
A metasearch library that aggregates results from diverse web search services
B 79 54 76 53 N/A 80 95 97
Showing 1601–1650 of 59785 servers
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