MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6251
cordlesssteve
Enables systematic document organization with PDF-to-Markdown conversion, intel…
B 72 54 84 57 N/A 33 84 93
6252
NikolaNddTesla
sshmcp Claim
SSH server management with zero-token SFTP file transfer and SOCKS proxy support
B 72 44 54 N/A N/A 40 95 97
6253
e2b-dev
mcp-server Claim
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
B 72 54 70 38 N/A 72 100 82
6254
dannwaneri
Provides semantic search and data retrieval capabilities over a knowledge base …
B 72 55 74 100 N/A 24 95 46
6255
Lokiec752
Enables automatic discovery and fast searching of translation files in projects…
B 72 54 78 58 N/A 30 92 94
6256
tandat8503
Enables interaction with Reddit through a comprehensive API interface supportin…
B 72 55 72 75 25 81 98
6257
eragonht1
Simple Memory MCP Claim
Enables AI assistants to store and retrieve persistent memories with a web mana…
B 72 54 90 33 N/A 48 90 94
6258
aoprisan
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
B 72 55 78 100 N/A 21 95 44
6259
tietiezhi-1216
A Bun-based MCP server designed for processing and segmenting long-form novel t…
B 72 44 60 N/A N/A 32 95 95
6260
patissierMongs
Dice MCP Server Claim
Provides comprehensive TRPG dice rolling functionality including standard notat…
B 72 55 84 62 27 81 96
6261
zhengyun1008
Enables secure access to Oracle databases with fine-grained access control, sup…
B 72 55 78 58 45 81 90
6262
DynamicEndpoints
Enables interaction with Microsoft Bookings through the Microsoft Graph API to …
B 72 55 78 66 23 81 100
6263
MatthewDailey
MCP Starter Server Claim
This server provides a minimal template for creating AI assistant tools using t…
B 72 54 62 65 N/A 48 94 90
6264
fozagtx
Enables AI agents to interact with the Solana blockchain network, supporting do…
B 72 55 78 65 28 81 100
6265
bnookala
MCP Emotional Support Claim 1
Provides a therapeutic interface for LLMs to receive emotional validation and p…
B 72 55 86 53 39 80 92
6266
ArchimedesCrypto
Fusion 360 MCP Server Claim 1
A Model Context Protocol server that enables Cline to translate natural languag…
B 72 54 63 68 N/A 42 90 92
6267
microsoft
MCP Weather Server Claim
A simple Model Context Protocol server that provides real-time weather data to …
B 72 54 54 58 N/A 55 95 100
6268
Jacky1-Jiang
A Python-based server that interacts with EPICS process variables, allowing use…
B 72 54 72 55 N/A 36 90 100
6269
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
6270
wqhui
Enables AI clients to manage GitLab pipelines through natural language commands…
B 72 55 78 72 21 81 92
6271
samwang0723
Allows controlling Apple Music on macOS through an MCP server that supports pla…
B 72 54 68 72 N/A 27 87 99
6272
jonaolden
pbixray-mcp-server Claim
A Model Context Protocol enabling AI clients to interact with PowerBI Models by…
B 72 55 84 43 54 76 100
6273
gogouravr
FastMCP Demo Claim
A demonstration TypeScript MCP server that showcases basic MCP concepts with si…
B 72 55 84 83 N/A 28 95 51
6274
bsmi021
Filesystem MCP Server Claim 3
A Model Context Protocol server that provides file system operations, analysis,…
B 72 54 79 56 N/A 36 87 93
6275
Bablu-singh
Enables schema-aware exploration of JSON data by uploading samples, flattening …
B 72 55 78 65 24 82 97
6276
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 54 94 27 N/A 53 90 91
6277
amgadabdelhafez
Enables interaction with Dropbox through the Model Context Protocol, providing …
B 72 55 92 40 44 81 94
6278
VivekKumarNeu
mcp-lucene-server
B 72 55 78 58 36 81 100
6279
trkbt10
A Model Context Protocol (MCP) server that provides TypeScript development tool…
B 72 54 84 55 N/A 24 95 90
6280
sangreal-007
Generates witty, citation-backed responses to health myths and misinformation w…
B 72 55 90 56 24 81 97
6281
ahmetenesdur
Fibrous MCP Server Claim
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
B 72 55 72 66 33 81 98
6282
madebygps
Enables AI-powered journaling in Obsidian with dynamic reflection prompts gener…
B 72 54 76 60 N/A 27 95 90
6283
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 54 60 72 N/A 63 78 87
6284
iris-alights
reddit-mcp Claim 2
An MCP server that provides both read-only and authenticated access to Reddit c…
B 72 55 69 66 48 80 93
6285
MichaelYangjson
A TypeScript-based server that converts static images into animated videos with…
B 72 55 78 65 40 78 92
6286
fisknils
Spotify API MCP Claim
Enables interaction with Spotify through OAuth 2.0 authentication, supporting s…
B 72 55 78 68 21 81 100
6287
H4RR1SON
Provides access to the Covertlabs infostealer intelligence platform to search f…
B 72 55 84 46 44 81 97
6288
markswendsen-code
Allows users to search for products, access detailed nutritional and allergen i…
B 72 55 90 52 30 80 99
6289
quanticsoul4772
Grafana MCP Server Claim
Enables AI-powered integration with Grafana instances through 52 MCP tools for …
B 72 55 96 43 38 81 93
6290
code4mk
Provides travel planning tools for Cox's Bazar, Bangladesh, including weather f…
B 72 55 78 63 49 81 85
6291
matsjfunke
Enables authenticated interaction with Salesforce through OAuth Bearer token fo…
B 72 55 72 70 26 81 100
6292
mako10k
MCP-Confirm Claim 1
An MCP server implementing AI-user confirmation protocols, providing tools for …
B 72 55 75 100 46 81 43
6293
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 55 86 100 23 81 46
6294
tgeselle
bugsnag-mcp Claim 2
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
B 72 55 75 66 28 82 100
6295
photoxpedia
bolor-brain-mcp Claim 2
Cognitive architecture MCP server with memory, learning, and contextual underst…
B 72 55 78 91 N/A 61 88 30
6296
johnelamont
Enables Claude Desktop to capture screenshots through an interactive region sel…
B 72 54 78 57 N/A 27 90 95
6297
lilyuppi
RoboDK MCP Server Claim
Enables AI agents to control RoboDK robotics simulation software, allowing them…
B 72 54 78 51 N/A 32 92 97
6298
Bizuayeu
Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP…
B 72 55 84 68 29 74 95
6299
rishipradeep-think41
This MCP server integrates with Google Drive to allow listing, reading, and sea…
B 72 55 78 66 36 80 92
6300
SAIPRANAY-GANGULA
Provides comprehensive access to Angular documentation with 84 topics across 15…
B 72 55 78 58 38 81 97
Showing 6251–6300 of 30006 servers
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