MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61951
Matheuscruztj
Provides personalized travel recommendations by analyzing climate, currency exc…
N/A N/A
61952
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
N/A N/A 83
61953
Spera-Law-Group-LLC
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
61954
@sseaan
mcp-server-inbox Claim
N/A N/A 95
61955
groundlight
Enables natural language interaction with Groundlight to create and manage comp…
61956
iHeldan
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
61957
salted-butter-joshua
Exposes Dify knowledge base retrieval capabilities via MCP for use in Cursor an…
N/A N/A
61958
codefitz
ucontrol-mcp Claim
MCP server for uControl, enabling read and write operations on schema, assets, …
61959
colobas
Enables LLM clients to browse and query your Zotero library through tool calls.…
N/A N/A 95
61960
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
61961
ShikeChen01
notify-mcp Claim
Sends native Windows desktop notifications with repeating sound alerts for Clau…
N/A N/A
61962
AiAgentKarl
MCP Server for global weather, forecasts, air quality, and climate data using O…
61963
chenyujing1234-netizen
trueai Claim
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by nee…
61964
dOpensource
Enables AI assistants to manage dSIPRouter operations such as endpoint groups, …
61965
thunderbird89
MCP server that reproduces SSE response-size hangs with Anthropic MCP clients b…
61966
M-Abozaid
Limonene Claim
Read-only Amazon seller analytics: sales, Buy Box, FBA inventory, alerts, reven…
61967
pshort05
bookclaw-mcp Claim
Exposes BookClaw's author workflow to MCP clients over Streamable HTTP, providi…
61968
crashzero9
OHMS Claim
Exposes Shopify order and inventory management tools via MCP, allowing agents t…
61969
ApacheEcho
Enables local task planning and execution with DAG-based plans, multiple reason…
N/A N/A
61970
the-ak-foundation
ak-mcp Claim
Provides AI coding tools with queryable documentation for the AK (Active Kernel…
61971
secemp9
MCP server for controlling the kitty terminal emulator. Exposes 40 tools for ma…
N/A N/A
61972
datarian
An MCP server that incrementally indexes repositories and documents into a Post…
N/A N/A
61973
giftHEALTH
MCP server that integrates with Sumo Logic's API to perform log searches, data …
61974
Polly2014
MCP server for Chinese-to-English book translation and document processing, pro…
N/A N/A
61975
Jackson-Brooks
A Windows Steam MCP server with local client controls and optional Steam Web AP…
N/A N/A
61976
bambinobino
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
N/A N/A
61977
cyntrica
Gov Data MCP Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
61978
theslmcompany
MCP server allowing two agents to play chess or Connect Four against each other…
N/A N/A
61979 N/A N/A 95
61980
AdilShaikh1
Gives Claude a browser that thinks by connecting to Perplexity's Comet browser …
N/A N/A
61981
bsv-blockchain
@bsv/mcp Claim
Provides tools and prompts for Bitcoin SV development, enabling code search, BR…
N/A N/A
61982
Albo3
Provides calculator, datetime, and note-taking tools for LLMs like Claude via t…
N/A N/A
61983
Sayali467
Enables interaction with Gmail and Google Docs via MCP, including email search,…
81
61984
Anuragck
Enables AI assistants to publish blog posts directly to Dev.to via the Model Co…
61985
accuknox
Enables interaction with the AccuKnox cloud security platform through MCP, allo…
61986
pipeworx-io
mcp-uuid Claim
Validates and generates UUIDs, including parsing version, variant, timestamps, …
61987
gguatit
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
61988
Hryhorii77
MCP server that forecasts next-epoch demand for Aerodrome pools on Base and tur…
61989
authorityandbrand
Enables AI assistants to perform web automation tasks such as navigation, typin…
61990
tcwangh01
Provides image processing tools for Claude Code, including downloading toy-rela…
N/A N/A
61991
channel3-ai
Shopping search across 100M+ products, with every retailer's offer and live pri…
61992
CrumbtrailDev
crumbtrail Claim
Recorded browser sessions, backend spans, and database row diffs as one ranked …
N/A N/A
61993
adebayojuwon200-pixel
eodly Claim
Read your team's end-of-day reports and roster from Eodly.
61994
lcapossio
fpgaZeroMCP Claim
An MCP server for FPGA toolchain operations including linting, simulation, synt…
N/A N/A
61995
chaworld
A portable MCP server enabling AI assistants to operate VS Code, including file…
N/A N/A
61996
rockyale
zerion-mcp Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
N/A N/A
61997
roomi-fields
Develop Electra One MK2/Mini widgets and presets from Claude Code.
N/A N/A
61998
Shadi1985
Query and analyze charity projects from a project management dashboard using na…
N/A N/A
61999
GigaChatTester
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
N/A N/A 95
62000
borakilicoglu
iddaa-mcp Claim
MCP server that provides structured access to real-time sportsbook data from id…
N/A N/A
Showing 61951–62000 of 67291 servers