MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2251
jx888-max
A threat intelligence aggregation server that provides unified access to multip…
B 78 55 66 82 N/A 59 95 83
2252
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
2253
daedalus
mcp-rpn Claim
MCP server that exposes an RPN calculator
B 78 44 64 N/A N/A 49 95 99
2254
quazaai
A server that enables AI assistants to understand and interact with Unity proje…
B 78 55 86 62 66 77 98
2255
jerryliu816
GlassCloud Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
B 78 55 90 63 50 80 98
2256
Nabeelshar
FastAPI MCP Server Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 54 81 70 N/A 45 90 99
2257
ayeletstudioindia
Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…
B 78 55 86 68 47 81 99
2258
falgom4
Enables AI assistants to manage Google Calendar through natural language intera…
B 78 54 84 68 N/A 37 95 98
2259
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2260
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2261
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2262
pinecone-io
Pinecone Developer MCP
B 78 55 88 100 78 81 36
2263
Mnehmos
Mnehmos Synch Claim
Provides persistent context synchronization and memory management for AI agents…
B 78 55 90 83 N/A 60 95 53
2264
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2265
enginSacan
Enables AI assistants to run and analyze pytest tests for desktop applications …
B 78 55 100 100 N/A 21 95 50
2266
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 55 85 72 57 81 89
2267
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
B 78 54 96 50 N/A 50 95 90
2268
maxgerlach1
Integrates local Granola.ai meeting intelligence with Claude Desktop to enable …
B 78 54 78 53 N/A 67 95 98
2269
Lexpedite
Enables interaction with the Blawx API to discover project ontologies, ask ques…
B 78 55 84 72 45 81 98
2270
artmann
package-registry-mcp Claim 1
MCP server for searching and getting up-to-date information about NPM, Cargo, P…
B 78 54 67 61 N/A 70 95 100
2271
koki7o
Rust MCP framework for building AI agents
B 78 54 86 56 N/A 52 95 98
2272
tspspi
MCP Files Claim 1
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
B 78 54 72 72 N/A 60 92 92
2273
yashpreetbathla
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
B 78 54 88 63 N/A 61 92 78
2274
tifa365
Enables interaction with Berlin's open data catalog through tools for full-text…
B 78 54 82 66 N/A 56 92 90
2275
cthunter01
Provides arbitrary precision arithmetic operations and advanced mathematical co…
B 78 54 86 65 N/A 40 95 95
2276
varunneal
Spotify MCP Server Claim
A server that connects Claude with Spotify, allowing users to control playback,…
B 78 54 78 67 N/A 55 92 96
2277
ArqosLabs
FilDOS MCP Server Claim
Enables AI agents to autonomously manage files on the Filecoin decentralized ne…
B 78 55 90 70 47 76 98
2278
arpitbatra123
mcp-googletasks Claim 1
An MCP server to interface with the Google Tasks API
B 78 55 73 76 56 80 100
2279
ThirdGuard
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 78 55 94 62 43 82 100
2280
SaptaDey
Enable advanced AI reasoning workflows using graph-based thought representation…
B 78 54 94 58 N/A 37 95 93
2281
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2282
GodisinHisHeaven
Enables interaction with USCardForum, a Discourse-based community for US credit…
B 78 55 72 100 29 81 97
2283
domdomegg
Google Sheets Claim
Allow AI systems to read, write, and query spreadsheet data via Google Sheets.
B 78 54 94 72 N/A 52 75 87
2284
ebowman
Enables comprehensive access to RescueTime productivity data and features throu…
B 78 55 80 77 46 82 95
2285
thesammykins
Enables AI agents to track, search, and retrieve their progress across projects…
B 78 55 78 65 74 82 93
2286
kumaran-is
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
B 78 55 84 67 56 82 96
2287
GannaChernyshova
jetbrains Claim 2
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
B 78 55 75 95 51 77 84
2288
symgraph
IDAssistMCP Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
B 78 54 80 57 N/A 62 94 93
2289
baryhuang
mcp-headless-gmail Claim
A MCP (Model Context Protocol) server that provides get, send Gmails without lo…
B 78 55 96 66 N/A 47 81 92
2290
hi5d
AMC MCP Server Claim
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
B 78 55 78 82 39 81 99
2291
vaibhavAtlys
Enables LLMs to control cloud browsers for web automation, data extraction, scr…
B 78 55 90 100 45 81 59
2292
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2293
Dicklesworthstone
ultimate_mcp_server Claim 1
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
B 78 55 81 75 N/A 45 81 98
2294
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2295
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 54 90 63 N/A 30 95 99
2296
ofershap
real-browser-mcp Claim
MCP server + Chrome extension that gives AI agents control of the user's real b…
B 78 54 78 72 N/A 67 82 90
2297
OnboardedInc
Onboarded MCP Server Claim 2
Enables AI assistants to interact with the Onboarded platform through automatic…
B 78 54 92 72 N/A 30 92 90
2298
Mohamed-Elnahla
revit-mcp Claim 1
Enables AI assistants to interact with Autodesk Revit to query project data, ma…
B 78 55 78 100 N/A 50 82 72
2299
Anil-appari007
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
B 78 55 92 68 46 80 97
2300
bhandzo
MCPOSprint Claim 1
An MCP server that enables users to print markdown tasklists, Notion tasks with…
B 78 55 69 82 N/A 50 90 93
Showing 2251–2300 of 59785 servers
« Prev 1 44 45 46 47 48 1196 Next »