MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40451
dmarcdkim
mcpv1 Claim
N/A N/A 95
40452
LynkByte
ensemble-mcp Claim
An MCP server providing intelligence infrastructure for AI agent pipelines, inc…
N/A N/A
40453
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
40454
MuazamAbbas
A remote MCP server for expense tracking, providing tools to add, list, update,…
N/A N/A
40455
alexcz-a11y
Enables storing and searching memories via Mem0 API directly from Cursor, allow…
40456
travissavard
docs-mcp Claim
N/A N/A 95
40457
nhatho0001
An MCP server that enables reading and managing Microsoft 365 / Outlook emails …
N/A N/A
40458
scottehastings16
An unofficial MCP server that enables natural language management of Adobe Targ…
N/A N/A
40459
Tae4an
Enables AI models like Claude to manage local prompt files with CRUD operations…
N/A N/A
40460
kkaminsk
Enables AI agents to interact with Google NotebookLM through browser automation…
N/A N/A
40461
afghanfansmedia-ai
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI ag…
N/A N/A
40462
timememe
Shared voxel world for AI agents. Extend First Light at the world centre over H…
40463
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
40464
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
N/A N/A 95
40465
quittung
MCP server that reads local OpenClaw session files to provide token usage and c…
N/A N/A
40466
IzikLisbon
mufmuf-mcp Claim
Score how visually compatible two photos are (1-10), with sub-scores and an exp…
N/A N/A
40467
soolaugust
0CompactMem Claim
Persistent memory MCP server with OS-style demand paging, kswapd-style eviction…
N/A N/A
40468
Clamepending
ottoauthMCP Claim
Standalone MCP server that proxies tool calls to Ottoauth HTTP endpoints, enabl…
N/A N/A
40469
NithyaGundavarapu
A Python-based MCP server that exposes Power BI semantic models to Claude, enab…
40470
superdwayne
Provides full programmatic control over Apple Keynote through the Model Context…
N/A N/A
40471
sjgant80-hub
Exposes foldkit primitives (7-prime spine, κ-bands, and 6 fold operations) as M…
40472
universal-mcp
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
40473
ZYHB
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
81
40474
Alloy-Systems
Alloy Claim
AI workspace — shared knowledge, skills, and tools for AI agents
40475
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
40476
tomo1230
Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD th…
N/A N/A
40477
bikky-dev
bikky Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
40478
charettep
Exposes Android device control via adb and scrcpy as 22 tools for MCP clients l…
N/A N/A
40479
fprochazka
libsrc Claim
Resolves project dependencies and provides local source code paths for AI agent…
N/A N/A 95
40480
RivkiRotenberg
Enables fetching current weather forecast for cities in Israel by scraping weat…
N/A N/A
40481
akagifreeez
hl-read Claim
A read-only MCP server for Hyperliquid that provides public market data (prices…
40482
impel-intelligence
Enables AI agents to recruit real humans for evaluation tasks like surveys, A/B…
40483
lmcc-dev
An MCP server that enables AI assistants to fetch web content in multiple forma…
N/A N/A
40484
j0hanz
Gemini-powered MCP server for code analysis.
N/A N/A 95
40485
ivantichy
A zero-dependency local proxy that provides a stable, headless connection to a …
N/A N/A
40486
dancleary54
Convalytics Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
81
40487
Rexcraig
AgentRamp Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
40488
peix2
MCP server giving Claude access to Tuta mail, calendar, contacts and drive. Sup…
40489
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
40490
doanhtuan123
mcp-opentym Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
N/A N/A
40491
makiichikawa
Provides real-time stock price information and profitability analysis, includin…
N/A N/A
40492
AutomateLab-tech
ai-seo Claim
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…
N/A N/A
40493
abnasim
An AI orchestration layer that enables automated control and validation of test…
81
40494
yurthankiyak
Provide tailored advice and recommendations through an MCP interface. Enable se…
N/A N/A 95
40495
SohriCarryU
A privacy-first MCP server that converts messy multi-turn conversations into st…
N/A N/A
40496
prasanth-personal
Enables Agentforce agents to retrieve order status and loyalty points from exte…
40497
asancivieri
API Locker Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
81
40498
livemau5
fivetran-mcp Claim
A hybrid Fivetran MCP server with 23 native tools for common data engineering t…
40499
KSAklfszf921
Skolverket MCP Claim 1
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
N/A N/A 95
40500
waldell
mcp-yuntrack Claim
Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
N/A N/A
Showing 40451–40500 of 67181 servers
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