MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 14 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47401
timon-strauss
Enables Claude to read, create, and edit a single pre-bound PowerPoint file via…
— ○ ⏳ — N/A N/A — — —
47402
sinisterace
Enables Salesforce Agentforce agents to find compatible replacement batteries, …
— ○ ⏳ — — — — — —
47403
Korfu
Xray MCP Claim
An MCP server that integrates Cursor IDE with Xray Test Management for Jira, en…
— ○ ⏳ — — — — — —
47404
us-all
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
— ○ ⏳ — N/A N/A — — —
47405
groupdocs-redaction
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
— ○ ⏳ — N/A N/A — — —
47406
tianhao909
An MCP server that provides access to Overleaf projects via Git integration, en…
— ○ ⏳ — N/A N/A — 95 —
47407
adam-hanna
Provides semantic code search over codebases using local embeddings with natura…
— ○ ⏳ — N/A N/A — — —
47408
Eynor-K
Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…
— ○ ⏳ — N/A N/A — — —
47409
admin-noez
CPFHub.io is a Brazilian CPF lookup and validation API built for developers. Th…
— ○ ⏳ — — — — 81 —
47410
dexterworks
Offers MCP Claim
Deep purchase intelligence for agents and apps: live prices, landed cost, trust…
— ○ ⏳ — — — — — —
47411
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
— ○ ⏳ — — — — 81 —
47412
CommonNinja
Create, update, and manage live Common Ninja website widgets in natural languag…
— ○ ⏳ — — — — — —
47413
joch
Connect MCP Claim
An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, s…
— ○ ⏳ — N/A N/A — — —
47414
nguyenhieuec
Trending Now Claim
The posts rising fastest right now on Hacker News, GitHub, Product Hunt and mor…
— ○ ⏳ — — — — — —
47415 — ○ ⏳ — N/A N/A — 95 —
47416
godrix
MCP server for GitLab REST API enabling AI agents to manage pipelines, merge re…
— ○ ⏳ — — — — — —
47417
cyanheads
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
— ○ ⏳ — N/A N/A — — —
47418
7mza
An MCP server that provides fast and up-to-date IP geolocation data.
— ○ ⏳ — N/A N/A — — —
47419
hhhashexe
A zero-trust security guardrail for AI agents that scans external endpoints and…
— ○ ⏳ — — — — — —
47420
conred-lin
MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for a…
— ○ ⏳ — — — — — —
47421
afthabvp
A comprehensive MCP server for the Indian stock market, providing 68 tools for …
— ○ ⏳ — N/A N/A — — —
47422
mcp-hub-corp
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
— ○ ⏳ — — — — — —
47423
rickytrinidad
refpro-mcp Claim
Deterministic real estate underwriting, deal analysis & reports: Fix & Flip, BR…
— ○ ⏳ — — — — — —
47424
cyanheads
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
— ○ ⏳ — N/A N/A — — —
47425
xiexie-qiuligao
A local evidence recorder that captures screenshots, recordings, notes, and sum…
— ○ ⏳ — N/A N/A — — —
47426
CrumbtrailDev
crumbtrail Claim
Recorded browser sessions, backend spans, and database row diffs as one ranked …
— ○ ⏳ — N/A N/A — — —
47427
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
— ○ ⏳ — — — — — —
47428
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
— ○ ⏳ — N/A N/A — 95 —
47429
Cuneiform-LLC
clearlist Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
— ○ ⏳ — — — — — —
47430
Lumeo-sd
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
— ○ ⏳ — — — — — —
47431
lingeswaranTW
bahmni-mcp Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
— ○ ⏳ — — — — — —
47432
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
— ○ ⏳ — — — — — —
47433
Ask-Cyborg
AskCyborg Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
— ○ ⏳ — — — — — —
47434
Nodeblue-AI
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
— ○ ⏳ — N/A N/A — — —
47435
mcp-s-ai
MCP server for AI-powered image recognition and description using OpenAI vision…
— ○ ⏳ — N/A N/A — 83 —
47436
lithtrix
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always f…
— ○ ⏳ — N/A N/A — — —
47437
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
— ○ ⏳ — N/A N/A — — —
47438
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
— ○ ⏳ — — — — — —
47439
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
— ○ ⏳ — — — — 81 —
47440
FenrirDWolf
Transforms a single natural language prompt into a synchronized distribution of…
— ○ ⏳ — — — — — —
47441
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
— ○ ⏳ — — — — — —
47442
vanekyj
licensing Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
— ○ ⏳ — — — — — —
47443
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
— ○ ⏳ — — — — 81 —
47444
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
— ○ ⏳ — — — — — —
47445
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
— ○ ⏳ — N/A N/A — — —
47446
NasAndNora
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
— ○ ⏳ — N/A N/A — — —
47447
Pranav-d33
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
— ○ ⏳ — N/A N/A — — —
47448
DeepTempo
Provides tools for DeepTempo AI SOC including findings and case management, inv…
— ○ ⏳ — — — — — —
47449
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
— ○ ⏳ — — — — — —
47450
madlinux768
Provides a private, managed instance of the official GitHub MCP server hosted o…
— ○ ⏳ — — — — 81 —
Showing 47401–47450 of 69236 servers
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