MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1901
dirmacs
daedra Claim
Self-contained web search MCP server. Exhaustive backends with automatic fallba…
B 79 5⁄4 ◉ ⏳ 94 36 N/A 81 90 95
1902
aj-geddes
Terry-Form MCP ⚡ Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 5⁄4 ◉ ⏳ 84 51 N/A 75 92 95
1903
Ansvar-Systems
turkish-law-mcp ⚡ Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 5⁄4 ◉ ⏳ 71 93 N/A 35 95 91
1904
ngoiyaeric
Mapbox MCP Server ⚡ Claim
Enables integration with Mapbox API for navigation and location services, inclu…
B 79 5⁄5 ◉ ⏳ 92 75 — 41 81 94
1905
Ansvar-Systems
srilanka-law-mcp ⚡ Claim
Sri Lanka legislation via MCP -- full-text search across statutes and provisions
B 79 5⁄4 ◉ ⏳ 69 93 N/A 34 95 91
1906
abhishekbhakat
airflow-mcp-server ⚡ Claim 1
An MCP server for Apache Airflow
B 79 5⁄4 ◉ ⏳ 77 67 N/A 69 83 100
1907
WhitneyDesignLabs
cnc-fluidnc-mcp Claim 1
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
B 79 4⁄4 ◉ ⏳ 69 N/A N/A 53 95 96
1908
neverprepared
Provides secure access to macOS Reminders, Calendar, and Notes using semantic t…
B 79 5⁄4 ◉ ⏳ 78 65 N/A 70 92 89
1909
chenhunghan
Garmin MCP App ⚡ Claim 1
An MCP server featuring an interactive React UI for Garmin Connect integration.…
B 79 5⁄4 ◉ ⏳ 65 73 N/A 75 90 96
1910
septapod
Generates entertaining stories told entirely through emojis with adjustable cha…
B 79 5⁄5 ◉ ⏳ 94 83 N/A 24 95 82
1911
jduartedj
Enables control of Android devices via ADB, allowing screenshot capture, touch …
B 79 5⁄4 ◉ ⏳ 96 58 N/A 47 87 98
1912
gregario
lorcana-oracle ⚡ Claim
Disney Lorcana TCG card search, deck analysis, ink curves, lore generation, and…
B 79 5⁄4 ◉ ⏳ 82 61 N/A 58 95 97
1913
openSVM
zig-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 5⁄4 ◉ ⏳ 100 40 N/A 69 95 89
1914
imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
B 79 5⁄4 ◉ ⏳ 90 58 N/A 63 84 99
1915
wyre-technology
rocketcyber-mcp ⚡ Claim 1
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
B 79 5⁄5 ◉ ⏳ 79 65 — 77 81 97
1916
scottlepp
Jira MCP Server ⚡ Claim 1
Provides AI models with full access to Jira Cloud functionality, enabling issue…
B 79 5⁄5 ◉ ⏳ 94 100 — 57 81 49
1917
zerabic
agentweb-mcp ⚡ Claim
Enables agents to search, retrieve, and contribute business data from a directo…
B 79 5⁄4 ◉ ⏳ 90 66 — 50 83 97
1918
OGMatrix
mcmodding-mcp ⚡ Claim 1
MC Modding is a Model Context Protocol (MCP) server designed to equip AI assist…
B 79 5⁄4 ◉ ⏳ 100 28 N/A 81 92 94
1919
llmsresearch
paperbanana ⚡ Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 5⁄4 ◉ ⏳ 76 56 N/A 90 90 90
1920
Piotr1215
Provides secure, direct file system access to Obsidian vault files, enabling se…
B 79 5⁄4 ◉ ⏳ 96 63 N/A 34 95 94
1921
yohasacura
Draw.io MCP Server ⚡ Claim 2
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
B 79 5⁄5 ◉ ⏳ 63 82 N/A 74 95 81
1922
chezsmithy
Provides tools for managing Thunder Client licenses through their API, enabling…
B 79 5⁄4 ◉ ⏳ 78 72 N/A 41 95 100
1923
null-runner
Chrome MCP Docker ⚡ Claim
Enables AI coding assistants to control a persistent Chrome browser through Dev…
B 79 5⁄5 ◉ ⏳ 90 78 — 51 81 85
1924
Martinqi826
dida-mcp ⚡ Claim
[Dida365](https://dida365.com/) (TickTick China) MCP server for AI-powered task…
B 79 5⁄5 ◉ ⏳ 84 70 — 60 81 98
1925
voidmobcom
voidmob-mcp ⚡ Claim
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
B 79 5⁄5 ◉ ⏳ 72 100 N/A 31 95 81
1926
ZUENS2020
Back-Agent MCP Server ⚡ Claim 1
Executes development tasks by bridging Claude Desktop with Claude Code CLI, ena…
B 79 5⁄5 ◉ ⏳ 66 100 N/A 47 95 78
1927
mlorentedev
hive ⚡ Claim
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
B 79 5⁄5 ◉ ⏳ 70 82 N/A 83 80 83
1928
qpiai
Enables AI assistants to interact with Zoho Projects for managing projects, tas…
B 79 5⁄5 ◉ ⏳ 86 100 — 39 81 72
1929
skydeckai
Enables accessing and managing personal/team internal knowledge repository with…
B 79 5⁄4 ◉ ⏳ 92 67 N/A 36 92 95
1930
fiscaltec
Provides access to Vitally customer success platform data, enabling users to se…
B 79 5⁄5 ◉ ⏳ 84 66 — 62 80 100
1931
gleanwork
A Model Context Protocol server that provides AI assistants with access to Glea…
B 79 5⁄5 ◉ ⏳ 67 73 — 90 81 89
1932
jamsocket
ForeverVM Claim
The sessionless code interpreter. Securely run AI-generated code in stateful s…
B 79 5⁄5 ◉ ⏳ 84 70 — 60 80 95
1933
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 5⁄4 ◉ ⏳ 90 31 N/A 85 94 99
1934
ecr17dev
Laraguard MCP ⚡ Claim
A security audit server for Laravel projects that performs static code analysis…
B 79 5⁄4 ◉ ⏳ 88 60 N/A 53 90 100
1935
kingkongshot
Spec Workflow MCP ⚡ Claim
An intelligent MCP server that helps development teams maintain high-quality pr…
B 79 5⁄5 ◉ ⏳ 96 100 — 53 84 47
1936
mcpdotdirect
evm-mcp-server ⚡ Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 5⁄5 ◉ ⏳ 84 56 — 77 80 100
1937
mcpdotdirect
Template to quickly set up your own MCP server
B 79 5⁄4 ◉ ⏳ 74 57 N/A 71 95 100
1938
dcSpark
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
B 78 5⁄5 ◉ ⏳ 94 47 N/A 73 80 96
1939
msdanyg
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
B 78 5⁄4 ◉ ⏳ 94 60 N/A 43 92 92
1940
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 5⁄4 ◉ ⏳ 90 30 N/A 82 94 96
1941
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 5⁄4 ◉ ⏳ 84 75 N/A 40 92 89
1942
humantextpro
mcp-server ⚡ Claim
AI text detection and humanization for Claude Code, Cursor, and Windsurf.
B 78 5⁄4 ◉ ⏳ 72 75 N/A 57 83 100
1943
vinny1575
Custom version of vibecheck
B 78 5⁄5 ◉ ⏳ 96 53 — 61 81 95
1944
dp-veritas
Obsidian MCP Tools ⚡ Claim 1
A read-only toolkit for searching and analyzing Markdown note directories and O…
B 78 5⁄4 ◉ ⏳ 88 65 N/A 49 90 90
1945
YimingYAN
fivetran-mcp ⚡ Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 5⁄5 ◉ ⏳ 67 82 N/A 63 77 100
1946
apache
echarts-mcp ⚡ Claim
Apache ECharts MCP Server
B 78 5⁄4 ◉ ⏳ 86 60 N/A 52 95 90
1947
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
1948
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
1949
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
1950
iFurySt
RedNote MCP ⚡ Claim
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
B 78 5⁄4 ◉ ⏳ 70 71 N/A 69 95 86
Showing 1901–1950 of 68965 servers
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