MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2151
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 54 90 30 N/A 82 94 96
2152
CestcaVision
Enables saving AI conversation histories as clean, organized markdown notes wit…
B 78 54 90 61 N/A 48 92 91
2153
cthunter01
Provides arbitrary precision arithmetic operations and advanced mathematical co…
B 78 54 86 65 N/A 40 95 95
2154
svnscha
mcp-windbg Claim 1
A Model Context Protocol server for Windows crash dump analysis using WinDBG/CDB
B 78 54 71 61 N/A 97 80 92
2155
tifa365
Enables interaction with Berlin's open data catalog through tools for full-text…
B 78 54 82 66 N/A 56 92 90
2156
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2157
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2158
kdoooh000h
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
B 78 54 90 63 N/A 43 90 92
2159
ebowman
Enables comprehensive access to RescueTime productivity data and features throu…
B 78 55 80 77 46 82 95
2160
markswendsen-code
HelloFresh MCP Server Claim 1
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
B 78 54 90 72 N/A 30 87 100
2161
OrionPotter
Enables AI assistants to interact with Meilisearch through a standardized inter…
B 78 55 88 100 56 80 51
2162
antonzherdev
Web Inspector MCP Claim
Enables AI assistants to inspect, debug, and test web pages using Playwright. P…
B 78 54 84 58 N/A 61 92 92
2163
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2164
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
2165
worldnine
This server facilitates interaction with cosense/Scrapbox projects, enabling us…
B 78 55 78 68 72 82 92
2166
2001Y
CodeRabbit CLI MCP Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 54 78 72 N/A 52 90 92
2167
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
2168
nsxdavid
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
B 78 55 60 71 87 82 100
2169
07freedom
M-Team MCP Server Claim
Enables AI assistants to interact with the M-Team private torrent tracker API f…
B 78 55 68 82 68 80 95
2170
lgazo
Draw.io MCP Server Claim
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
B 78 55 74 57 91 80 98
2171
tomellen
SR P3 MCP Server Claim 2
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
B 78 55 77 66 65 83 98
2172
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
2173
Tanush1912
Mnemos Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
B 78 54 94 57 N/A 40 90 98
2174
RohanMuppa
MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, annou…
B 78 54 63 71 N/A 75 92 91
2175
Stig-Johnny
cutie-mcp Claim
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
B 78 55 94 67 37 81 97
2176
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2177
siva-sub
Ghost CMS MCP Server Claim 1
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
B 78 55 90 67 49 80 97
2178
kc0ed
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
B 78 54 90 53 N/A 43 95 98
2179
grafana
loki-mcp Claim
An MCP ( Model Context Protocol ) Server for Grafana Loki
B 78 54 72 67 N/A 56 95 100
2180
kimmywork
MCP MyZ Search Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 54 78 75 N/A 45 95 91
2181
dl1683
ickyMCP Claim
RAG-powered document search server that enables semantic search across large co…
B 78 54 94 70 N/A 22 95 92
2182
BoweyLou
A Model Context Protocol server that provides comprehensive access to Obsidian …
B 78 55 85 72 57 81 89
2183
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2184
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
2185
Master-Frank
XMind AI MCP Claim 1
Enables conversion of multiple file formats (Markdown, HTML, Word, Excel, etc.)…
B 78 55 90 82 57 81 73
2186
tristau
Provides weather data integration using the OpenWeatherMap API, enabling users …
B 78 55 86 57 69 81 99
2187
mstfe
A TypeScript Model Context Protocol server that integrates with Google Tasks AP…
B 78 55 90 68 40 81 99
2188
GannaChernyshova
jetbrains Claim 2
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
B 78 55 75 95 51 77 84
2189
Suparn7
This server provides database access capabilities to Claude, supporting SQLite,…
B 78 54 84 58 N/A 49 95 100
2190
Meeting-BaaS
A Model Context Protocol server that enables AI assistants to manage meeting da…
B 78 54 79 75 N/A 45 90 95
2191
TCoder920x
Enables AI assistants to search and analyze legal documents from multiple juris…
B 78 55 90 66 46 81 98
2192
opendedup
Transforms high-level business intents into structured Data Product Requirement…
B 78 55 96 58 44 82 100
2193
quazaai
A server that enables AI assistants to understand and interact with Unity proje…
B 78 55 86 62 66 77 98
2194
Kealu-Inc
Enables users to manage and read Substack content directly within Claude, inclu…
B 78 54 90 66 N/A 39 92 93
2195
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 55 90 100 N/A 49 95 39
2196
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 54 94 60 N/A 34 90 99
2197
skrapeai
Skrape MCP Server Claim
This server converts webpages into clean, structured Markdown optimized for lan…
B 78 55 90 71 44 81 94
2198
ofershap
devutils Claim
Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.
B 78 54 66 65 N/A 64 94 100
2199
PavelGuzenfeld
gemini Claim
MCP server that exposes Google Gemini as tools for Claude Code
B 78 54 72 72 N/A 69 83 94
2200
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 66 84 70 95 28 81 93
Showing 2151–2200 of 30006 servers
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