MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1851
MCPCat
mcpcat-python-sdk Claim
MCPcat is an analytics platform for MCP server owners 🐱.
B 79 54 96 41 N/A 70 95 91
1852
jhomen368
Search Steam games, fetch user reviews, and analyze sentiment with topic drill-…
B 79 55 70 100 58 81 79
1853
ryan-crabbe
Enables Claude to interact with physical iOS devices running Expo development b…
B 79 55 90 91 25 80 92
1854
cafferychen777
ChatSpatial Claim
MCP server for spatial transcriptomics analysis with 60+ integrated methods cov…
B 79 54 88 45 N/A 83 95 84
1855
verygoodplugins
MCP Toggl Server Claim
Enables time tracking and reporting through Toggl Track integration with intell…
B 79 55 90 68 54 81 98
1856
SidneyBissoli
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
B 79 55 82 100 38 83 77
1857
karl-andres
Enables AI assistants to control FL Studio through MIDI communication, providin…
B 79 55 68 82 N/A 45 95 99
1858
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1859
blaze-xyz
Bitso MCP Server Claim 1
Enables interaction with the Bitso cryptocurrency exchange API to access withdr…
B 79 55 100 66 52 81 86
1860
alwank
Chhart-MCP Claim 1
MCP for https://chhart.app to easily create flowcharts or sankey diagram
B 79 55 94 62 N/A 62 82 91
1861
whitebirchio
Enables integration with Monarch Money to query financial data, analyze spendin…
B 79 54 84 68 N/A 46 90 99
1862
AnEntrypoint
MCP-REPL Claim 1
A secure JavaScript REPL server that enables executing code snippets in a sandb…
B 79 55 92 100 N/A 56 95 37
1863
redpanda-data
docs-mcp Claim
Get authoritative answers about Redpanda documentation and search API reference…
B 79 66 76 86 94 30 80 92
1864
ctrlShiftBryan
Enables AI coding assistants to control and inspect a live Chrome browser throu…
B 79 54 80 60 N/A 64 95 94
1865
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
1866
aws-powertools
Enables LLMs to search through AWS Lambda Powertools documentation across multi…
B 79 55 80 82 67 81 82
1867
indigoprotocol
Cardano MCP Claim
<p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
B 79 54 78 60 N/A 67 95 96
1868
wyre-technology
rocketcyber-mcp Claim 1
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
B 79 55 79 65 77 81 97
1869
gglessner
Enables interaction with .zim archives by providing tools for article search, c…
B 79 44 72 N/A N/A 43 95 100
1870
Damien829
Aipaygen Claim
Offers an extensive collection of utilities for research, web scraping, and pro…
B 79 66 100 80 59 55 81 91
1871
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1872
eic
XRootD MCP Server Claim 1
An MCP server providing access to XRootD file systems, allowing LLMs to browse …
B 79 55 85 56 84 80 96
1873
mansournorouzi
Connects Claude to Amazon Seller Central via the SP-API for natural language qu…
B 79 44 79 32 95 97
1874
dhevenb
Spec3 MCP Server Claim
A demonstration MCP server for local development and testing with Claude Deskto…
B 79 55 86 82 N/A 22 95 95
1875
BurtTheCoder
virustotal Claim 1
MCP server for querying VirusTotal API with comprehensive security analysis too…
B 79 54 79 72 N/A 63 83 94
1876
whyjp
Encoding MCP Server Claim 1
Enables creation and management of UTF-8 with BOM encoded files optimized for W…
B 79 55 84 100 N/A 51 95 54
1877
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1878
icryo
IDA Pro MCP Claim 2
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
B 79 55 84 82 N/A 50 87 84
1879
consigcody94
Enables automation and management of TP-Link BE3600 routers through browser aut…
B 79 54 94 43 N/A 56 95 100
1880
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1881
raveenb
fal-mcp-server Claim
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
B 79 55 100 30 92 82 98
1882
laf-rge
QuickBooks MCP Claim 1
Enables financial professionals to interact with QuickBooks Online using natura…
B 79 55 79 100 56 75 79
1883
kpritam
Gremlin MCP Server Claim
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
B 79 55 88 62 63 81 96
1884
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
1885
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 54 94 32 N/A 78 95 99
1886
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
1887
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 55 78 73 68 81 93
1888
gregario
onepiece-oracle Claim
One Piece TCG card search, deck analysis, cost curves, leader browsing, and cou…
B 79 54 82 60 N/A 56 95 97
1889
georgejeffers
Gemini MCP Server Claim
A TypeScript server that integrates Google's Gemini Pro model with Claude Deskt…
B 79 55 84 73 55 80 96
1890
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
1891
hetpatel-11
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
B 79 55 86 75 N/A 55 95 73
1892
SebastianBaltes
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
B 79 55 78 91 N/A 27 95 89
1893
voidmobcom
voidmob-mcp Claim
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
B 79 55 72 100 N/A 31 95 81
1894
eddywebs
Enables AI copilots to understand and query Salesforce org configurations throu…
B 79 55 96 72 33 81 99
1895
authn8
Authn8 MCP Server Claim
Access your team's 2FA codes from AI agents without sharing secrets. List accou…
B 79 54 78 71 N/A 45 95 98
1896
apoojary94
A production-ready MCP server that provides hackathon resources and reusable st…
B 79 66 72 90 90 25 81 100
1897
GDWN-BLDR
StateWeave Claim 1
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
B 79 55 96 52 78 82 86
1898
rog0x
string Claim
String analyzer, diff, templates for AI agents
B 79 44 76 N/A N/A 40 95 98
1899
qpd-v
MCP-Guide Claim 2
A beginner-friendly Model Context Protocol (MCP) server that helps users unders…
B 79 54 96 57 N/A 42 90 100
1900
mlorentedev
hive Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 55 70 82 N/A 83 80 83
Showing 1851–1900 of 67181 servers
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