MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9251
nikoko107
Provides access to French public data through data.gouv.fr, IGN cartographic se…
C 67 5⁄5 ◉ ⏳ 72 62 — 19 81 89
9252
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 5⁄5 ◉ ⏳ 84 48 — 21 81 90
9253
eugenechen0514
mac-apps-launcher ⚡ Claim
fork from https://github.com/JoshuaRileyDev/mac-apps-launcher
C 67 5⁄4 ◉ ⏳ 56 52 N/A 25 95 100
9254
TAKSH-PAL
Integrates EduChain's educational content generation capabilities with Claude D…
C 67 5⁄5 ◉ ⏳ 66 51 — 37 82 92
9255
ZZZHDW
Kusto MCP Server ⚡ Claim 2
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
C 67 5⁄5 ◉ ⏳ 69 53 — 35 81 92
9256
lucasmontano
MCP Montano Server ⚡ Claim
A TypeScript-based server project that can be integrated with Cursor IDE as an …
C 67 5⁄4 ◉ ⏳ 62 52 N/A 34 94 89
9257
anirudhadasgupta
Enables searching and exploring GitHub repositories with tools for cloning repo…
C 67 5⁄5 ◉ ⏳ 84 38 — 25 82 96
9258
BACH-AI-Tools
Enables developers to generate beautiful, modern UI components through natural …
C 67 5⁄5 ◉ ⏳ 68 60 — 34 81 83
9259
GabrielOutbound1
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 67 5⁄5 ◉ ⏳ 54 72 — 26 80 98
9260
mimersql
mimer-mcp ⚡ Claim 2
Enables Mimer SQL database connectivity for browsing schemas, executing read-on…
C 67 5⁄4 ◉ ⏳ 69 37 — 65 70 98
9261
Erredebe
Travel MCP Claim
A comprehensive travel planning copilot that provides geographic data, weather …
C 67 5⁄5 ◉ ⏳ 54 68 — 24 81 99
9262
jayozer
Outscraper MCP Server ⚡ Claim 1
A Model Context Protocol server that provides access to Outscraper's data extra…
C 67 5⁄5 ◉ ⏳ 65 51 — 49 81 90
9263
zboralski
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orc…
C 67 5⁄4 ◉ ⏳ 72 56 N/A 68 90 49
9264
axdithyaxo
A secure, AI-ready local server that provides digital forensics tools for analy…
C 67 5⁄4 ◉ ⏳ 66 43 N/A 32 95 92
9265
QAStudio-Dev
QA Studio MCP Server ⚡ Claim 1
Enables interaction with QA Studio test management platform directly from Claud…
C 67 6⁄6 ◉ ⏳ 86 71 0 71 78 99
9266
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 5⁄5 ◉ ⏳ 71 55 — 31 81 90
9267
neosapience
Enables seamless integration with Typecast API through the Model Context Protoc…
C 67 5⁄5 ◉ ⏳ 56 71 — 29 81 93
9268
plainyogurt21
Provide seamless access to comprehensive FDA drug data through intuitive search…
C 67 5⁄4 ◉ ⏳ 72 46 N/A 22 88 99
9269
6551Team
Twitter MCP Server ⚡ Claim
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
C 67 5⁄5 ◉ ⏳ 64 41 — 52 80 100
9270
luquitared
A starter template for building MCP servers that can integrate with Claude, Cur…
C 67 5⁄5 ◉ ⏳ 54 100 N/A 23 95 49
9271
MushroomFleet
Gitea MCP Server ⚡ Claim 1
Enables seamless integration with self-hosted Gitea platforms for creating repo…
C 67 5⁄5 ◉ ⏳ 84 46 — 42 69 86
9272
brandon-butterwick
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
C 67 5⁄5 ◉ ⏳ 84 82 N/A 20 92 35
9273
jmstar85
A comprehensive implementation of Model Context Protocol servers enabling natur…
C 67 5⁄5 ◉ ⏳ 78 55 — 22 81 87
9274
seohyunjun
OpenSearch MCP Server ⚡ Claim 2
A Model Context Protocol server implementation that enables natural language in…
C 67 5⁄5 ◉ ⏳ 73 37 — 46 78 100
9275
hemenge133
Screen View MCP ⚡ Claim
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
C 67 5⁄5 ◉ ⏳ 76 68 — 28 82 69
9276
camilovelezr
Enables AI assistants to work through complex problems step-by-step with dynami…
C 67 5⁄5 ◉ ⏳ 90 32 — 40 81 86
9277
julianallchin
nucleo-mcp ⚡ Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 5⁄4 ◉ ⏳ 63 53 N/A 30 90 95
9278
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 5⁄5 ◉ ⏳ 63 66 — 36 81 82
9279
linzele
Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistant…
C 67 5⁄5 ◉ ⏳ 78 48 — 25 76 96
9280
Processori7
SQL MCP Server ⚡ Claim
Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and…
C 67 5⁄5 ◉ ⏳ 78 53 — 19 81 94
9281
jauinones
Excel MCP Server ⚡ Claim 1
An MCP server for manipulating Excel files that features a headless engine for …
C 67 5⁄4 ◉ ⏳ 63 52 N/A 32 87 95
9282
6
A Model Context Protocol server that allows interaction with the RubyGems.org A…
C 67 5⁄5 ◉ ⏳ 69 57 — 23 81 94
9283
mkusaka
An MCP server integrating Perplexity AI's API to offer advanced search capabili…
C 67 5⁄5 ◉ ⏳ 45 75 — 37 81 94
9284
ccam80
Zotero Chunk RAG ⚡ Claim
Enables passage-level semantic search over a Zotero library by extracting, chun…
C 67 5⁄4 ◉ ⏳ 76 42 N/A 30 90 88
9285
samusilv
Growth Hacker MCP ⚡ Claim
Enables creators and marketers to generate viral social media hooks, format tex…
C 67 5⁄5 ◉ ⏳ 72 83 N/A 24 95 43
9286
Sunwood-ai-labs
aira-mcp-server ⚡ Claim 3
A Model Context Protocol server for creating commit messages from git staged fi…
C 67 5⁄4 ◉ ⏳ 57 60 N/A 60 90 70
9287
aeiyannn
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
C 67 5⁄4 ◉ ⏳ 54 56 — 38 87 100
9288
Yonsn76
MyPos MCP Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
C 67 5⁄4 ◉ ⏳ 48 62 N/A 25 95 100
9289
YannickTM
DocuMCP ⚡ Claim 1
An MCP server that enables Claude to generate, search, and manage documentation…
C 67 5⁄5 ◉ ⏳ 69 58 — 26 81 93
9290
Joshnaacsha
Enables AI agents to interact with your personal WhatsApp account, allowing the…
C 67 5⁄4 ◉ ⏳ 54 62 N/A 24 95 91
9291
kfrzr
A starter template for building MCP servers with FastMCP, providing testing, li…
C 67 5⁄4 ◉ ⏳ 54 51 N/A 41 95 94
9292
tolatolatop
A FastMCP-based server providing a comprehensive toolset for the RunningHub AI …
C 67 5⁄5 ◉ ⏳ 54 66 — 30 80 99
9293
bryankemp
Weather MCP Server ⚡ Claim
Provides access to National Weather Service data, enabling users to retrieve re…
C 67 5⁄5 ◉ ⏳ 76 31 — 45 83 100
9294
browser-use
vibetest-use ⚡ Claim
Vibetest MCP - automated QA testing using Browser-Use agents
C 67 5⁄4 ◉ ⏳ 60 55 N/A 27 95 91
9295
Bs4876
Enables AI agents to automate local software management workflows including ins…
C 67 5⁄4 ◉ ⏳ 60 56 N/A 30 87 97
9296
latiftplgu
Spotify MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants like Claude Desktop …
C 67 5⁄5 ◉ ⏳ 57 72 — 19 83 94
9297
BACH-AI-Tools
Enables access to real-time news articles through search, topic headlines, full…
C 67 5⁄5 ◉ ⏳ 56 100 — 45 81 44
9298
sbl-sdsc
MCP Server Proto-OKN ⚡ Claim 1
A Model Context Protocol server that provides tools for querying SPARQL endpoin…
C 67 5⁄5 ◉ ⏳ 61 38 — 69 81 93
9299
luizzzvictor
mcp-comexstat
C 67 5⁄5 ◉ ⏳ 78 82 — 45 81 34
9300
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 5⁄5 ◉ ⏳ 56 100 — 42 81 48
Showing 9251–9300 of 69070 servers
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