MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43601
adubovik
Provides current time and timezone conversion using IANA timezone names, enabli…
43602
clanker-records
Machine-native listening platform for C.W.A.'s Straight Outta Crompton - the fi…
43603
withpica
account, team, and api key management for withPICA
N/A N/A 95
43604
iHeldan
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
43605
Spera-Law-Group-LLC
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
43606
@sseaan
mcp-server-inbox Claim
N/A N/A 95
43607
groundlight
Enables natural language interaction with Groundlight to create and manage comp…
43608
colobas
Enables LLM clients to browse and query your Zotero library through tool calls.…
N/A N/A 95
43609
codefitz
ucontrol-mcp Claim
MCP server for uControl, enabling read and write operations on schema, assets, …
43610
AiAgentKarl
MCP Server for global weather, forecasts, air quality, and climate data using O…
43611
ShikeChen01
notify-mcp Claim
Sends native Windows desktop notifications with repeating sound alerts for Clau…
N/A N/A
43612
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
43613
salted-butter-joshua
Exposes Dify knowledge base retrieval capabilities via MCP for use in Cursor an…
N/A N/A
43614
dOpensource
Enables AI assistants to manage dSIPRouter operations such as endpoint groups, …
43615
thunderbird89
MCP server that reproduces SSE response-size hangs with Anthropic MCP clients b…
43616
giftHEALTH
MCP server that integrates with Sumo Logic's API to perform log searches, data …
43617
the-ak-foundation
ak-mcp Claim
Provides AI coding tools with queryable documentation for the AK (Active Kernel…
43618
datarian
An MCP server that incrementally indexes repositories and documents into a Post…
N/A N/A
43619
crashzero9
OHMS Claim
Exposes Shopify order and inventory management tools via MCP, allowing agents t…
43620
ApacheEcho
Enables local task planning and execution with DAG-based plans, multiple reason…
N/A N/A
43621
secemp9
MCP server for controlling the kitty terminal emulator. Exposes 40 tools for ma…
N/A N/A
43622
Polly2014
MCP server for Chinese-to-English book translation and document processing, pro…
N/A N/A
43623
pshort05
bookclaw-mcp Claim
Exposes BookClaw's author workflow to MCP clients over Streamable HTTP, providi…
43624
TamalAdebisi
phasefolio Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
43625
theslmcompany
MCP server allowing two agents to play chess or Connect Four against each other…
N/A N/A
43626
bambinobino
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
N/A N/A
43627 N/A N/A 95
43628
cyntrica
Gov Data MCP Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
43629
accuknox
Enables interaction with the AccuKnox cloud security platform through MCP, allo…
43630
AdilShaikh1
Gives Claude a browser that thinks by connecting to Perplexity's Comet browser …
N/A N/A
43631
Albo3
Provides calculator, datetime, and note-taking tools for LLMs like Claude via t…
N/A N/A
43632
authorityandbrand
Enables AI assistants to perform web automation tasks such as navigation, typin…
43633
tcwangh01
Provides image processing tools for Claude Code, including downloading toy-rela…
N/A N/A
43634
pipeworx-io
mcp-uuid Claim
Validates and generates UUIDs, including parsing version, variant, timestamps, …
43635
Anuragck
Enables AI assistants to publish blog posts directly to Dev.to via the Model Co…
43636
Sayali467
Enables interaction with Gmail and Google Docs via MCP, including email search,…
81
43637
Hryhorii77
MCP server that forecasts next-epoch demand for Aerodrome pools on Base and tur…
43638
bsv-blockchain
@bsv/mcp Claim
Provides tools and prompts for Bitcoin SV development, enabling code search, BR…
N/A N/A
43639
gguatit
Prometheus-MCP is an AI Creative Director MCP server that enhances creative out…
43640
CSOAI-ORG
encoder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43641
lcapossio
fpgaZeroMCP Claim
An MCP server for FPGA toolchain operations including linting, simulation, synt…
N/A N/A
43642
Shadi1985
Query and analyze charity projects from a project management dashboard using na…
N/A N/A
43643
rockyale
zerion-mcp Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
N/A N/A
43644
roomi-fields
Develop Electra One MK2/Mini widgets and presets from Claude Code.
N/A N/A
43645
GigaChatTester
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
N/A N/A 95
43646
androidua
A read-only MCP server that lets Claude Desktop interact with Apple Mail on mac…
N/A N/A
43647
borakilicoglu
iddaa-mcp Claim
MCP server that provides structured access to real-time sportsbook data from id…
N/A N/A
43648
deeparchi-ai
An MCP server that gives AI agents access to global patent data, including 1.4 …
43649
chaworld
A portable MCP server enabling AI assistants to operate VS Code, including file…
N/A N/A
43650
UseCarly
carly-cli Claim
Agent-native MCP server for Carly, the AI scheduling assistant. Exposes 11 tool…
Showing 43601–43650 of 67197 servers
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