MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5751
aml25
Enables AI assistants to search and retrieve executive orders, presidential doc…
B 73 5⁄5 ◉ ⏳ 82 58 — 44 81 94
5752
not-a-feature
Evo2 MCP Server ⚡ Claim
Enables genomic sequence analysis through the Evo 2 model, supporting DNA seque…
B 73 5⁄5 ◉ ⏳ 84 38 — 68 83 93
5753
parameshwaran1
A simple and extendable MCP server that currently provides basic addition funct…
B 73 5⁄5 ◉ ⏳ 54 82 N/A 23 95 100
5754
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 5⁄5 ◉ ⏳ 96 56 — 23 82 90
5755
tuckerschreiber
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
B 73 5⁄4 ◉ ⏳ 70 62 — 51 80 98
5756
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 5⁄5 ◉ ⏳ 78 68 — 27 82 100
5757
pbuda
Provides offline search and retrieval of OpenZeppelin Contracts documentation w…
B 73 5⁄5 ◉ ⏳ 84 61 — 30 81 100
5758
GILSMON
Provides real-time policy enforcement for AI coding agents by intercepting and …
B 73 5⁄4 ◉ ⏳ 84 57 N/A 22 95 96
5759
instructa
YouTube Music MCP ⚡ Claim
A simple MCP server that allows AI assistants like Cursor or Claude Desktop to …
B 73 5⁄5 ◉ ⏳ 58 93 — 32 76 100
5760
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 5⁄5 ◉ ⏳ 74 65 — 37 80 100
5761
markswendsen-code
instacart ⚡ Claim 1
MCP server for Instacart - let AI agents manage grocery shopping and place orde…
B 73 5⁄5 ◉ ⏳ 52 100 N/A 24 83 95
5762
jgravelle
jCodemunch MCP ⚡ Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 5⁄5 ◉ ⏳ 96 20 N/A 72 83 95
5763
calebmwelsh
A comprehensive MCP (Model Context Protocol) server for file system operations,…
B 73 5⁄4 ◉ ⏳ 76 57 N/A 36 95 95
5764
YajieQi123
Enables interaction with Monday.com boards, items, groups, updates, and documen…
B 73 5⁄5 ◉ ⏳ 78 68 — 43 76 91
5765
smcdonnell7
Meeting Chief Lite ⚡ Claim 1
Automatically synchronizes meeting transcripts from Otter.ai to a local SQLite …
B 73 5⁄5 ◉ ⏳ 94 62 — 24 80 87
5766
ampcome-mcps
Time MCP Server ⚡ Claim 1
Gives large language models time awareness capabilities through various time-re…
B 73 5⁄5 ◉ ⏳ 78 75 N/A 40 95 63
5767
pgzhang
Integrates a remote smart search API to provide powerful web search capabilitie…
B 73 5⁄5 ◉ ⏳ 78 71 — 27 81 94
5768
amir-bengherbi
Shopify MCP Server ⚡ Claim 1
Enables interaction with Shopify store data using the GraphQL API, supporting p…
B 73 5⁄5 ◉ ⏳ 68 70 — 41 82 99
5769
dmarsters
A visual vocabulary server that translates specific magazine aesthetics and pho…
B 73 5⁄4 ◉ ⏳ 90 31 N/A 45 95 100
5770
paulotaylor
Voyp MCP Server ⚡ Claim
The Voyp MCP Server enables AI systems to integrate with VOYP's calling capabil…
B 73 5⁄5 ◉ ⏳ 78 63 — 46 81 91
5771
aaronsb
TeXFlow ⚡ Claim
Enables collaborative document authoring and composition with project-based org…
B 73 5⁄4 ◉ ⏳ 84 41 N/A 67 94 80
5772
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 5⁄5 ◉ ⏳ 84 57 N/A 42 95 79
5773
marcopesani
think-mcp-server ⚡ Claim
A minimal MCP Server that provides Claude AI models with the 'think' tool capab…
B 73 5⁄5 ◉ ⏳ 70 60 — 48 84 98
5774
ampcome-mcps
A server implementation that enables LLMs to interact with Salesforce data thro…
B 73 5⁄4 ◉ ⏳ 74 61 N/A 43 87 96
5775
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 5⁄5 ◉ ⏳ 96 74 — 47 81 53
5776
cpropster
Linear MCP Server ⚡ Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 5⁄5 ◉ ⏳ 77 68 — 35 81 95
5777
nextlevelbuilder
Enables AI assistants to manage GoClaw AI gateway infrastructure through a comp…
B 73 5⁄5 ◉ ⏳ 72 67 — 37 80 100
5778
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 5⁄5 ◉ ⏳ 84 100 — 29 81 54
5779
wazzan
mcp-coincap-jj ⚡ Claim 1
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrenc…
B 73 5⁄5 ◉ ⏳ 72 100 — 72 81 35
5780
angrysky56
MCTS MCP Server ⚡ Claim 3
A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tr…
B 73 5⁄5 ◉ ⏳ 90 91 N/A 41 87 39
5781
Heelc
vmysql-mcp Claim
A lightweight, multi-environment MySQL MCP server that provides secure, policy-…
B 73 5⁄5 ◉ ⏳ 66 67 — 60 82 91
5782
dmarsters
Analyzes pommel horse gymnastics routines using a categorical aesthetics framew…
B 73 5⁄5 ◉ ⏳ 72 74 N/A 22 95 90
5783
ruminaider
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
B 73 5⁄5 ◉ ⏳ 68 73 — 32 82 100
5784
bondjacobbond
Fathom MCP Server ⚡ Claim 1
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
B 73 5⁄5 ◉ ⏳ 72 73 — 31 82 96
5785
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 5⁄5 ◉ ⏳ 90 82 N/A 40 95 40
5786
OleBo
Weather MCP Server ⚡ Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 5⁄5 ◉ ⏳ 60 82 — 39 81 98
5787
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 5⁄5 ◉ ⏳ 94 82 — 51 81 44
5788
Bubobot-Team
mcp-prompt-optimizer ⚡ Claim 1
Advanced MCP server providing cutting-edge prompt optimization tools with resea…
B 73 5⁄5 ◉ ⏳ 88 52 N/A 40 80 97
5789
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 5⁄5 ◉ ⏳ 86 38 — 71 82 88
5790
vidhupv
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
B 73 5⁄4 ◉ ⏳ 63 66 N/A 45 90 100
5791
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 5⁄4 ◉ ⏳ 67 70 N/A 34 95 93
5792
MikeyBeez
MCP Git Server ⚡ Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 5⁄4 ◉ ⏳ 69 70 N/A 27 92 96
5793
mic-havock
A comprehensive demonstration server that provides tools for calculations, weat…
B 73 5⁄5 ◉ ⏳ 84 62 — 30 80 100
5794
keithah
Seam MCP Server ⚡ Claim
Enables control of smart locks through the Seam API, allowing users to lock/unl…
B 73 5⁄5 ◉ ⏳ 72 70 — 37 80 99
5795
elchika-inc
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
B 73 5⁄5 ◉ ⏳ 90 62 — 26 80 92
5796
jesamkim
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
B 73 5⁄5 ◉ ⏳ 80 100 N/A 26 95 44
5797
appleton
A Model Context Protocol server for controlling Eufy RoboVac vacuum cleaners, e…
B 73 5⁄5 ◉ ⏳ 71 100 — 20 81 78
5798
falahgs
A Model Context Protocol (MCP) server implementation for the Google Gemini lang…
B 73 5⁄5 ◉ ⏳ 78 68 — 39 81 92
5799
henqc
Miro MCP Server ⚡ Claim
Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards,…
B 73 5⁄5 ◉ ⏳ 84 67 — 21 81 100
5800
stagsz
F1 MCP Server ⚡ Claim 1
Provides advanced Formula 1 analytics including real-time telemetry processing,…
B 73 5⁄5 ◉ ⏳ 90 63 — 25 77 96
Showing 5751–5800 of 69027 servers
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