MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2101
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 5⁄5 ◉ ⏳ 70 82 — 63 80 92
2102
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 6⁄6 ◉ ⏳ 84 70 95 28 81 93
2103
UncleTIM-GZ
oprocess ⚡ Claim
AI-native process classification. 2436 processes + 3284 KPIs from APQC, ITIL, S…
B 78 5⁄4 ◉ ⏳ 66 73 N/A 60 95 94
2104
Im-Hal-9K
Capacities-MCP-Plus ⚡ Claim 1
An enhanced MCP server for the Capacities knowledge management app. Features …
B 78 5⁄4 ◉ ⏳ 78 67 N/A 52 91 95
2105
myvtp
@myvtp/mcp ⚡ Claim 1
Enables application deployment and management on the VTP platform directly thro…
B 78 5⁄5 ◉ ⏳ 94 62 — 48 82 95
2106
markswendsen-code
HelloFresh MCP Server ⚡ Claim 1
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
B 78 5⁄4 ◉ ⏳ 90 72 N/A 30 87 100
2107
MarcusJellinghaus
MCP File System Server: A secure Model Context Protocol server that provides fi…
B 78 5⁄4 ◉ ⏳ 84 41 N/A 71 95 99
2108
openpharma-org
EMA MCP Server ⚡ Claim
Provides access to European Medicines Agency regulatory data including EU drug …
B 78 5⁄5 ◉ ⏳ 96 63 — 47 81 91
2109
qso-graph
eqsl-mcp ⚡ Claim
eQSL.cc MCP server. Inbox download, QSO verification, Authenticity Guaranteed s…
B 78 5⁄5 ◉ ⏳ 72 82 N/A 38 95 95
2110
pinecone-io
Pinecone Developer MCP
B 78 5⁄5 ◉ ⏳ 88 100 — 78 81 36
2111
jsebgiraldo
Enables AI agents to manage OpenWRT routers remotely via SSH, supporting system…
B 78 5⁄5 ◉ ⏳ 84 71 — 49 80 98
2112
grafana
loki-mcp ✓ ⚡ Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 5⁄4 ◉ ⏳ 72 67 N/A 56 95 100
2113
jrandolf
par5-mcp ⚡ Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 5⁄5 ◉ ⏳ 49 100 N/A 55 95 87
2114
johncarlo177
BlenderMCP ⚡ Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 5⁄5 ◉ ⏳ 66 82 N/A 43 95 99
2115
merajmehrabi
Puppeteer MCP Server ⚡ Claim 1
Enables browser automation with Puppeteer, supporting navigation, form interact…
B 78 5⁄5 ◉ ⏳ 90 82 N/A 71 95 43
2116
msdanyg
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
B 78 5⁄4 ◉ ⏳ 94 60 N/A 43 92 92
2117
juanlarreapm
Strava MCP Server ⚡ Claim 1
Integrates with the Strava API to allow AI assistants to access fitness data in…
B 78 5⁄5 ◉ ⏳ 90 61 — 48 82 100
2118
LayeSec006
pentest-mcp-server ⚡ Claim
MCP server for penetration testing
B 78 5⁄5 ◉ ⏳ 92 61 N/A 49 81 98
2119
Nipurn123
DuckDuckGo MCP Server ⚡ Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 5⁄5 ◉ ⏳ 94 62 — 48 80 100
2120
nirholas
Crypto Market Data ⚡ Claim
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
B 78 5⁄5 ◉ ⏳ 90 50 N/A 64 83 99
2121
HaithamOumerzoug
Keycloak MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of Keycloak users and r…
B 78 5⁄5 ◉ ⏳ 79 67 — 64 81 100
2122
davidhariri
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
B 78 5⁄5 ◉ ⏳ 90 71 — 45 82 94
2123
rdwj
MCP Test MCP ⚡ Claim 1
A specialized testing harness that enables AI assistants to thoroughly test oth…
B 78 5⁄5 ◉ ⏳ 86 82 — 41 81 91
2124
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 5⁄4 ◉ ⏳ 90 73 N/A 18 95 95
2125
Pandoll-AI
Draw-it-MCP ⚡ Claim
A browser-based drawing application with AI integration that enables Claude to …
B 78 5⁄4 ◉ ⏳ 94 50 N/A 47 95 96
2126
MissionSquad
THORChain MCP Server ⚡ Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 5⁄5 ◉ ⏳ 74 100 — 47 81 76
2127
kimmywork
MCP MyZ Search ⚡ Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 5⁄4 ◉ ⏳ 78 75 N/A 45 95 91
2128
jhirono
A Model Context Protocol service for Claude that enables natural language inter…
B 78 5⁄5 ◉ ⏳ 72 100 — 22 81 100
2129
drfccv
mcp-server-12306 ⚡ Claim 1
An MCP server that provides 12306 ticket query
B 78 5⁄5 ◉ ⏳ 69 91 N/A 57 95 74
2130
raidenrock
Enables AI assistants to interact with USCardForum, a Discourse-based community…
B 78 5⁄5 ◉ ⏳ 72 100 — 31 80 94
2131
louis030195
gptzero-mcp ⚡ Claim 1
AI detection for text content with GPTZero API. Detect AI-generated text, get c…
B 78 5⁄5 ◉ ⏳ 84 73 — 46 80 99
2132
yorifuji
A server that captures screenshots from iOS Simulator using the Model Context P…
B 78 5⁄5 ◉ ⏳ 84 100 N/A 55 95 44
2133
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 5⁄4 ◉ ⏳ 86 71 N/A 32 95 94
2134
WiseriaAI
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 78 5⁄4 ◉ ⏳ 76 61 N/A 59 92 98
2135
aringadre76
Enables comprehensive academic research by searching and analyzing papers from …
B 78 5⁄5 ◉ ⏳ 88 68 — 59 81 86
2136
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 5⁄5 ◉ ⏳ 100 42 N/A 75 81 93
2137
Nabeelshar
FastAPI MCP Server ⚡ Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 5⁄4 ◉ ⏳ 81 70 N/A 45 90 99
2138
zcag
Search npm packages, get live registry data, and compare alternatives. No API k…
B 78 5⁄4 ◉ ⏳ 76 65 N/A 58 94 96
2139
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 5⁄5 ◉ ⏳ 100 70 — 37 81 90
2140
danjdewhurst
An MCP server that allows AI assistants to manage todo lists stored in a simple…
B 78 5⁄5 ◉ ⏳ 71 100 N/A 42 95 68
2141
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 5⁄4 ◉ ⏳ 90 30 N/A 82 94 96
2142
stanislavlysenko0912
todoist-mcp ⚡ Claim
Complete Todoist REST API v2 integration with support for tasks, projects, sect…
B 78 5⁄4 ◉ ⏳ 84 70 — 53 91 86
2143
CryptoAPIs-io
mcp-blockchain-events ⚡ Claim 2
MCP server for subscribing to and managing on-chain event webhooks via Crypto A…
B 78 6⁄4 ◉ ⏳ 81 76 94 37 83 85
2144
kittolau
Converts DOCX files to Markdown with formatting preservation and image extracti…
B 78 5⁄4 ◉ ⏳ 84 63 N/A 44 95 94
2145
MasonChow
Parse JavaScript error stack traces back to original source code using source m…
B 78 5⁄5 ◉ ⏳ 54 82 N/A 77 90 92
2146
domdomegg
Google Sheets ⚡ Claim
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
B 78 5⁄4 ◉ ⏳ 94 72 N/A 52 75 87
2147
crunchtools
MCP Workboard ⚡ Claim
Secure MCP server for WorkBoard OKR and strategy execution platform
B 78 5⁄5 ◉ ⏳ 62 82 N/A 50 95 99
2148
RuKapSan
Railway MCP Server ⚡ Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 78 5⁄5 ◉ ⏳ 78 100 — 53 95 55
2149
MarkdownLM
Provides a persistent memory and governance layer that allows AI coding agents …
B 78 5⁄5 ◉ ⏳ 86 68 — 58 81 91
2150
vinny1575
Custom version of vibecheck
B 78 5⁄5 ◉ ⏳ 96 53 — 61 81 95
Showing 2101–2150 of 68965 servers
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