MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1951
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
1952
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
1953
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
1954
1lystore
mcp-server Claim 3
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
B 78 54 75 71 N/A 66 83 93
1955
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
1956
xiaobenyang-com
calculator Claim 1
A fully functional calculator server based on Model Context Protocol (MCP), pro…
B 78 64 78 80 84 45 95 78
1957
MrOrz
Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…
B 78 55 90 100 61 81 48
1958
ferryzhao-eng
leiga-mcp-server-test Claim 1
B 78 54 78 71 N/A 44 90 98
1959
krulewis
tokencast Claim
Pre-execution cost estimation for LLM agent workflows with calibration learning
B 78 44 67 N/A N/A 51 95 96
1960
Coding-Solo
godot-mcp Claim 2
A MCP server for interacting with the Godot game engine, providing tools for ed…
B 78 54 81 58 N/A 59 90 100
1961
bradleygolden
HexDocs MCP Claim
Provides semantic search capabilities for Hex package documentation using AI em…
B 78 54 76 60 N/A 74 92 90
1962
pam-supastellar
Connects CashChat financial data to AI assistants, enabling users to manage tra…
B 78 55 90 72 32 82 99
1963
hqn21
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
B 78 55 72 70 N/A 72 81 97
1964
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
1965
CryptoAPIs-io
mcp-contracts Claim 2
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
B 78 66 81 76 94 42 74 89
1966
markusvankempen
IBM Maximo Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 55 94 83 N/A 70 78 56
1967
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 54 88 60 N/A 52 95 88
1968
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
1969
runablehq
mobile-mcp Claim
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
B 78 54 66 66 N/A 63 95 99
1970
SchematicHQ
Schematic Claim 1
Manage companies, plans, features, and billing through SchematicHQ
B 78 54 84 63 N/A 74 81 89
1971
vishwajeetdabholkar
Extracts clean markdown content from web pages using Playwright, automatically …
B 78 55 90 100 N/A 23 95 58
1972
2001Y
CodeRabbit CLI MCP Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 54 78 72 N/A 52 90 92
1973
pjueon
PromptBoard Claim
A shared whiteboard server that enables users to provide visual context to AI a…
B 78 55 84 56 69 82 100
1974
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
1975
rog0x
mcp-cache-tools Claim
Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…
B 78 44 76 40 95 91
1976
raidenrock
Enables AI assistants to interact with USCardForum, a Discourse-based community…
B 78 55 72 100 31 80 94
1977
jhirono
A Model Context Protocol service for Claude that enables natural language inter…
B 78 55 72 100 22 81 100
1978
minbang930
Youtube Vision MCP Claim
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
B 78 55 84 77 46 80 95
1979
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
1980
juanlarreapm
Strava MCP Server Claim 1
Integrates with the Strava API to allow AI assistants to access fitness data in…
B 78 55 90 61 48 82 100
1981
RyoJerryYu
A Python package enabling LLM models to interact with the Memos server via the …
B 78 54 100 40 N/A 62 90 93
1982
davidan90
time-node-mcp Claim 1
Timezone-aware date and time operations with support for IANA timezones, timezo…
B 78 54 90 57 N/A 38 94 100
1983
GodisinHisHeaven
Enables interaction with USCardForum, a Discourse-based community for US credit…
B 78 55 72 100 29 81 97
1984
AlexanderLawson17
revettr-mcp Claim
Counterparty risk scoring for agentic commerce via x402 micropayments.
B 78 44 66 58 95 92
1985
rohanraja
Web Search MCP Server Claim 1
Enables free web searching using Google search results without the need for API…
B 78 54 90 71 N/A 21 90 100
1986
devload
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
B 78 55 100 68 26 81 97
1987
danilonovaisv
n8n Workflow Builder Claim 1
Enables AI assistants to manage n8n automation workflows through natural langua…
B 78 55 94 100 48 81 50
1988
EfrainTorres
Local-first MCP server for Quo/OpenPhone automation across messaging, calls, co…
B 78 54 72 75 N/A 54 90 94
1989
K-Dense-AI
claude-skills-mcp Claim
Intelligent search capabilities to let every model and client use [Claude Agent…
B 78 55 94 58 64 80 92
1990
YuChenSSR
multi-ai-advisor Claim
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
B 78 55 68 100 N/A 53 90 73
1991
Stig-Johnny
cutie-mcp Claim
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
B 78 55 94 67 37 81 97
1992
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 55 72 82 76 81 77
1993
bkotos
Todoist MCP Server Claim
Provides Todoist task management capabilities to AI assistants through the Mode…
B 78 54 84 63 N/A 49 95 93
1994
bradcstevens
Enables interaction with Microsoft Copilot Studio Agents directly from VS Code …
B 78 55 84 68 54 81 98
1995
jae-jae
fetcher-mcp Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 54 75 60 N/A 68 90 96
1996
hauptsacheNet
clickup-mcp Claim
clickup-mcp
B 78 55 72 71 76 81 91
1997
effytech
Freshservice MCP server
B 78 55 88 71 47 81 94
1998
pab1it0
prometheus-mcp-server Claim 1
Query and analyze Prometheus, open-source monitoring system.
B 78 54 88 46 85 78 95
1999
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 54 94 60 N/A 34 90 99
2000
Nativ-Technologies
nativ Claim
AI-powered localization — translate, manage translation memory, and access styl…
B 78 55 76 82 N/A 45 83 94
Showing 1951–2000 of 66402 servers
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