MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17201
weskerllc
Cronicorn Claim
Manage adaptive cron jobs and HTTP endpoint scheduling via AI assistants.
C 57 53 56 73 0 64 95
17202
contextfs
ContextFS Claim
Universal AI memory layer that provides cross-client, cross-repo context manage…
C 57 55 76 68 0 52 81
17203
akbxr
Context7 MCP Server for Zed
C 57 53 56 67 0 70 95
17204
milisp
Enables AI assistants to interact with Automatisch workflow automation platform…
C 57 55 90 66 0 37 81
17205
karakeep-app
Search and add bookmarks
C 57 55 58 66 0 83 82
17206
xiaobenyang-com
context7-mcp Claim
Context7 MCP is a service that provides developers with the latest code documen…
C 57 53 72 65 0 45 95
17207
amirdauti
Dritan MCP Claim
Enables personal agents to access Solana market data and execute token swaps vi…
C 57 55 78 66 0 61 78
17208
BACH-AI-Tools
Provides access to the Timezone By Location API to retrieve timezone informatio…
C 57 44 50 52 45 80
17209
wavyrai
Access your reMarkable tablet - read documents, browse files, extract text and …
C 57 53 84 37 0 78 83
17210
MarceauSolutions
Fitness content creator workflow automation - video editing with jump cuts, rev…
C 57 55 96 66 0 24 80
17211
decocms
studio Claim
Open-source control plane for your AI agents. Connect tools, hire agents, track…
C 57 55 94 41 0 59 80
17212
lucyfuur94
YouTrack MCP Server Claim 1
A comprehensive Model Context Protocol server for YouTrack integration, providi…
C 57 55 84 72 0 37 80
17213
fcakyon
trackio-mcp Claim 1
An MCP server that enables AI agents to observe and interact with trackio exper…
C 57 44 45 46 60 82
17214
b0ase
AI agents discover, acquire, and re-serve tokenised web content via the $402 pr…
C 57 44 78 0 N/A 66 81
17215
nkpar
coda Claim
Interact with Coda.io documents, tables, and rows via the Coda API
C 57 53 60 71 0 77 81
17216
aman-11
Enables automated analysis of Woodpecker CI pipeline failures with intelligent …
C 57 44 48 66 28 80
17217
tableau
Tableau MCP Server Claim
Enables AI applications to integrate with Tableau through tools, resources, and…
C 57 55 60 67 0 87 80
17218
BACH-AI-Tools
Enables the discovery and listing of subdomains for a given domain through the …
C 57 44 50 52 45 80
17219
rickysullivan
GitBook MCP Server Claim
Provides programmatic access to GitBook's API, enabling AI assistants to search…
C 57 55 88 40 0 70 81
17220
gate
gate-mcp Claim
Gate API v4 MCP server — spot, futures, options, wallet, and more.
C 57 53 72 71 0 64 75
17221
haju-xp
Connect Claude to Figma with zero friction. No paid plan. No channel ID copy-pa…
C 57 44 80 10 48 81
17222
contre95
Controtto Claim
You are capable of interpreting golang code and judge it under the most strict …
C 57 44 42 41 70 81
17223
mcp-router
mcp-router Claim
A Unified MCP Server Management App (MCP Manager).
C 56 53 58 68 0 68 90
17224
laulauland
A simple MCP server that can enable MCP clients to query Bluesky instances.
C 56 53 72 61 0 42 95
17225
BACH-AI-Tools
Enables access to YouTube data including channel videos, live streams, shorts, …
C 56 44 50 52 45 76
17226
ryanyogan
Fizzy MCP Server Claim
Enables AI agents to interact with the Fizzy task management tool through 40 sp…
C 56 55 64 72 0 62 82
17227
plagtech
spraay-x402-mcp Claim 1
MCP server for Spraay x402 Gateway. 60 tools for crypto payments, DeFi, and AI …
C 56 53 75 72 0 50 75
17228
Zetrix-Chain
Zetrix MCP Server Claim
Enables comprehensive interaction with the Zetrix blockchain including account …
C 56 55 92 48 0 56 76
17229
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables users to interact with …
C 56 44 60 55 21 78
17230
SwiftZilla
Acts as a proxy between a local Stdio connection and a remote Model Context Pro…
C 56 44 48 67 27 78
17231
kmaurinjones
Exposes Replicate's FLUX image generation models to Claude, enabling text-to-im…
C 56 55 96 42 0 48 81
17232
techops-services
keeperhub-mcp Claim 1
MCP server for KeeperHub blockchain workflow automation
C 56 55 69 66 0 63 82
17233
raffelprama
MCP cldkctl Server Claim 1
A Model Context Protocol server that provides access to Cloudeka's cldkctl CLI …
C 56 53 69 66 0 41 95
17234
biocontext-ai
registry Claim
The BioContextAI Registry for biomedical MCP servers
C 56 53 84 40 0 55 95
17235
posthog
mcp Claim 1
An MCP server for interacting with PostHog analytics, feature flags, error trac…
C 56 55 67 68 0 67 80
17236
hithereiamaliff
Enables interaction with GitHub repositories, issues, pull requests, and code s…
C 56 55 72 71 0 50 81
17237
AIGC-Hackers
A1D MCP Server Claim
A universal AI server that provides image and video processing tools (backgroun…
C 56 55 78 71 0 41 81
17238
InstaWP
mcp-wp Claim 1
MCP Server for WordPress
C 56 53 77 66 0 32 95
17239
wplaunchify
AI-powered management of FluentCommunity WordPress plugin content. Enables crea…
C 56 55 96 61 0 24 81
17240
grafbase
grafbase Claim
The Grafbase GraphQL Federation Gateway
C 56 53 50 62 0 83 92
17241
ankorstore
yokai Claim
Simple, modular, and observable Go framework for backend applications.
C 56 44 56 25 N/A 64 80
17242
xiaobenyang-com
This MCP server enables AI assistants to search for images on Wikimedia Commons…
C 56 53 72 62 0 45 95
17243
cabrit0
MCP Server Claim
A server that generates Master Content Plans (MCPs) by aggregating web resource…
C 56 44 48 61 32 80
17244
davinoishi
Enables checking for broken links on web pages and entire websites through natu…
C 56 53 90 53 0 25 95
17245
gauravfs-14
Search and retrieve academic papers from arXiv and DBLP databases, with AI-powe…
C 56 55 70 66 0 60 81
17246
jddunn
tenets Claim
Provides intelligent code context aggregation using NLP-based ranking (BM25, TF…
C 56 55 90 30 0 76 82
17247
yaniv-golan
xaffinity MCP Claim 1
MCP server for Affinity CRM - entity search, relationship intelligence, and wor…
C 56 53 69 43 0 93 83
17248
temporal-cortex
18 deterministic calendar tools: contact resolution, temporal context, availabi…
C 55 44 54 35 N/A 85 52
17249
lightconetech
mcp-gateway Claim 2
A gateway demo for MCP SSE Server
C 55 44 56 36 N/A 42 81
17250
gilbitron
An MCP server providing full integration with the Lunch Money API to manage fin…
C 55 55 71 75 0 42 81
Showing 17201–17250 of 30006 servers
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