MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3801
mikeysrecipes
interactive-mcp ⚡ Claim 1
A Node.js/TypeScript MCP server that facilitates interactive communication betw…
B 75 5⁄4 ◉ ⏳ 78 58 N/A 45 95 94
3802
LeeSinLiang
Godot MCP ⚡ Claim 1
Enables AI assistants to interact with the Godot game engine by launching the e…
B 75 5⁄5 ◉ ⏳ 96 100 N/A 26 95 36
3803
pskill9
web-search ⚡ Claim 3
An MCP server that enables free web searching using Google search results, with…
B 75 5⁄4 ◉ ⏳ 79 70 N/A 25 90 100
3804
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 5⁄4 ◉ ⏳ 90 58 N/A 72 60 95
3805
AImaginationLab
Marvel Rivals MCP ⚡ Claim
Provides access to Marvel Rivals game data including hero information, abilitie…
B 75 5⁄5 ◉ ⏳ 94 55 — 29 83 100
3806
sophotechlabs
kube-lint-mcp ⚡ Claim
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
B 75 5⁄5 ◉ ⏳ 90 28 — 81 83 96
3807
tuannvm
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
B 75 5⁄4 ◉ ⏳ 84 38 N/A 62 95 95
3808
walidboulanouar
n8n-mcp ⚡ Claim
B 75 5⁄5 ◉ ⏳ 96 43 N/A 68 76 92
3809
supadata-ai
mcp ⚡ Claim
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
B 75 6⁄6 ◉ ⏳ 96 66 53 58 81 91
3810
cyanheads
toolkit-mcp-server ⚡ Claim 1
A Model Context Protocol server providing LLM Agents with system utilities and …
B 75 5⁄5 ◉ ⏳ 79 83 N/A 51 95 54
3811
mc-mario
Tandoor MCP Server ⚡ Claim 1
Enables interaction with Tandoor recipe management system to create, manage, an…
B 75 5⁄5 ◉ ⏳ 100 63 — 25 80 92
3812
aringad
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
B 75 5⁄4 ◉ ⏳ 62 75 N/A 45 95 96
3813
selvatuple
revibe-mcp ⚡ Claim
Enables analysis of any GitHub repository to get architecture, file roles, exec…
B 75 5⁄4 ◉ ⏳ 72 68 — 55 81 99
3814
Jonathan97480
Enables AI agents to control and monitor Home Assistant smart home devices thro…
B 75 5⁄5 ◉ ⏳ 84 67 — 48 81 90
3815
spences10
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This…
B 75 5⁄4 ◉ ⏳ 72 60 N/A 67 92 82
3816
alxspiker
Enables AI models to dynamically create and execute their own custom tools thro…
B 75 5⁄5 ◉ ⏳ 88 100 — 42 81 49
3817
danbugs
Enables Claude to manage Google Drive files and folders through natural languag…
B 75 5⁄5 ◉ ⏳ 94 65 — 19 81 100
3818
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 5⁄5 ◉ ⏳ 72 62 — 74 82 88
3819
sethclawd-prog
schemaguard ⚡ Claim
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
B 75 5⁄4 ◉ ⏳ 76 58 N/A 50 95 91
3820
ZASRD
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
B 75 6⁄6 ◉ ⏳ 78 75 85 21 81 96
3821
oghenetejiriorukpegmail
GitHub MCP Server ⚡ Claim
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
B 75 5⁄5 ◉ ⏳ 90 70 — 21 81 100
3822
Headlesshost
Kapiti MCP Server ⚡ Claim 2
Enables AI assistants to interact with the Kapiti platform through 87 tools cov…
B 75 5⁄5 ◉ ⏳ 86 100 — 31 81 57
3823
aali-1
Twitter MCP Server ⚡ Claim
Model Context Protocol server that enables programmatic interaction with Twitte…
B 75 5⁄5 ◉ ⏳ 94 52 — 41 81 100
3824
rui-branco
Figma MCP Server ⚡ Claim
Brings Figma designs directly into MCP-compatible environments to view specific…
B 75 5⁄5 ◉ ⏳ 90 66 — 37 76 93
3825
weinerac
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
B 75 5⁄5 ◉ ⏳ 78 70 — 35 83 98
3826
Shoofio
An MCP server that integrates the Brave Search API to provide both web and loca…
B 75 5⁄5 ◉ ⏳ 79 71 — 45 80 95
3827
wolffcatskyy
A Model Context Protocol server for home infrastructure management that provide…
B 75 5⁄5 ◉ ⏳ 63 68 — 68 80 100
3828
sanyambassi
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
B 75 5⁄5 ◉ ⏳ 81 73 — 41 82 91
3829
Aguantar
vibescan-mcp-server ⚡ Claim 2
MCP server for VibeScan — scan projects for leaked secrets and security issues
B 75 4⁄4 ◉ ⏳ 57 N/A N/A 47 95 97
3830
Ansvar-Systems
jordanian-law-mcp ⚡ Claim 1
Jordan legislation via MCP -- full-text search across statutes and provisions
B 75 5⁄4 ◉ ⏳ 69 73 N/A 34 95 93
3831
manbodyslam
Postiz Media Manager ⚡ Claim 1
Manages and cleans up unused media in Postiz by identifying orphaned files not …
B 75 5⁄5 ◉ ⏳ 84 67 — 50 76 94
3832
mintedmaterial
A production-grade TypeScript template for building Model Context Protocol (MCP…
B 75 5⁄5 ◉ ⏳ 72 72 — 48 81 97
3833
Alfanous-team
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
B 75 5⁄4 ◉ ⏳ 94 25 N/A 82 94 84
3834
guido-marinho
MySQL MCP Server ⚡ Claim
Provides read-only access to MySQL databases with automatic schema discovery an…
B 75 5⁄5 ◉ ⏳ 94 53 — 42 81 94
3835
DatSciX-CEO
MCP server that enables intelligent analysis of legal spend data across multipl…
B 75 5⁄5 ◉ ⏳ 78 66 — 55 81 92
3836
jim-coyne
Enables management and configuration of Cisco ACI (Application Centric Infrastr…
B 75 5⁄5 ◉ ⏳ 90 65 — 24 81 100
3837
ayushtiwari110
Enables AI agents to execute C++ code, test solutions against multiple test cas…
B 75 5⁄5 ◉ ⏳ 84 72 — 27 80 97
3838
ethangillani
Anki MCP Server ⚡ Claim 1
A Model Context Protocol server that allows LLMs to interact with Anki flashcar…
B 75 5⁄4 ◉ ⏳ 85 58 N/A 39 90 96
3839
freyzo
ArXiv MCP Server ⚡ Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
B 75 5⁄4 ◉ ⏳ 90 56 N/A 30 92 92
3840
aaronsb
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
B 75 5⁄5 ◉ ⏳ 94 82 — 33 81 66
3841
tw3lveparsecs
Provides an interactive dashboard within VS Code Copilot to manage Azure Storag…
B 75 5⁄5 ◉ ⏳ 94 58 — 35 80 95
3842
sanchisingh01
An MCP server that enables Gmail integration, allowing users to manage emails (…
B 75 5⁄4 ◉ ⏳ 71 63 N/A 43 95 97
3843
RossH121
An MCP server that enables Claude to perform web searches using Perplexity's AP…
B 75 5⁄5 ◉ ⏳ 85 63 — 49 81 91
3844
kylestratis
Enables creating and managing Spotify playlists using natural language with adv…
B 75 5⁄5 ◉ ⏳ 86 71 — 41 81 86
3845
yihaoWang
Notion MCP Server ⚡ Claim
Enables AI assistants to interact with Notion workspaces through the Notion API…
B 75 5⁄5 ◉ ⏳ 86 63 — 39 81 98
3846
noahjohannessen
Canvas MCP ⚡ Claim
Enables AI agents to interact with Canvas LMS and Gradescope, allowing users to…
B 75 5⁄5 ◉ ⏳ 76 68 — 45 81 97
3847
markolive1501
Provides tools to monitor host system health including CPU load, disk usage, an…
B 75 5⁄4 ◉ ⏳ 94 56 N/A 27 87 99
3848
jar285
MCP-Discord ⚡ Claim
A Discord MCP server that enables AI assistants to interact with Discord platfo…
B 75 5⁄5 ◉ ⏳ 78 71 — 45 81 91
3849
mkummer225
Google Sheets MCP ⚡ Claim
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
B 75 5⁄5 ◉ ⏳ 86 57 — 47 81 100
3850
Positronic-AI
MCP Dynamic Tools ⚡ Claim
A dynamic MCP server that automatically discovers Python files in a directory a…
B 75 5⁄4 ◉ ⏳ 84 58 N/A 37 95 90
Showing 3801–3850 of 69007 servers
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