MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35401
subnetangel
ToolMux Claim
Aggregates multiple MCP servers via a single interface with token optimization …
— ○ ⏳ — N/A N/A — — —
35402
onmokoworks
WizTree MCP Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
— ○ ⏳ — N/A N/A — — —
35403
Brainrot-Creations
Socials MCP Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit via a Chrome exten…
— ○ ⏳ — N/A N/A — — —
35404
marckwei
A Model Context Protocol server that provides tools for interacting with Yahoo …
— ○ ⏳ — — — — 81 —
35405
Beta0415
An MCP server that provides comprehensive image conversion and processing tools…
— ○ ⏳ — N/A N/A — — —
35406
sandraschi
PlexMCP Claim
An MCP server for Plex Media Server that enables natural language interaction w…
— ○ ⏳ — — — — — —
35407
Ultraner
Enables AI agents to interact with the Ultraner API for creating payments, refu…
— ○ ⏳ — — — — — —
35408
Zapkid
tuskr-mcp Claim
MCP server for Tuskr test management that allows browsing, searching, reading, …
— ○ ⏳ — — — — — —
35409
re-port-flow
Generate PDF reports (invoices, contracts, statements) from [ReportFlow](https:…
— ○ ⏳ — — — — — —
35410
blackpilledsoftware-prog
migas-mcp Claim
Enables AI assistants to query local Migas meeting transcripts, including searc…
— ○ ⏳ — N/A N/A — — —
35411
Replicant-Partners
Provides tools for semantic decomposition, proof search, knowledge graph operat…
— ○ ⏳ — — — — 81 —
35412
devrev
A Model Context Protocol server that enables searching, retrieving, creating, a…
— ○ ⏳ — N/A N/A — 95 —
35413
theNullP0inter
OdinMCP Claim
A distributed MCP server framework enabling scalable task execution across mult…
— ○ ⏳ — — — — — —
35414
KhizarShabir1
Real-time stock quotes and technical signals: RSI, MACD, SMA crossovers via Yah…
— ○ ⏳ — — — — — —
35415
cirwel
UNITARES Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
— ○ ⏳ — — — — — —
35416
kvas-it
mcp-ltm Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
— ○ ⏳ — N/A N/A — — —
35417
abdelrahman-hsn
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
— ○ ⏳ — N/A N/A — — —
35418
Nareshdevelop
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
— ○ ⏳ — — — — 81 —
35419
non4me
CC2CC Claim
Enables file-based agent-to-agent communication between Claude Code instances o…
— ○ ⏳ — N/A N/A — — —
35420
marcoldenburg
RGate MCP Claim
Release gate agents call before they tell users a public website is ready to sh…
— ○ ⏳ — — — — — —
35421
apix420
apix420 Claim
— ○ ⏳ — N/A N/A — 95 —
35422
alittleyellowkevin
HDFS MCP Server Claim 1
A Model Context Protocol server that enables interaction with Hadoop Distribute…
— ○ ⏳ — — — — 81 —
35423
sathick187
Enables AI agents to interact with the Dev.to platform through MCP tools, inclu…
— ○ ⏳ — — — — — —
35424
Declade
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
— ○ ⏳ — N/A N/A — — —
35425
junter1989k-ai
United Kingdom payments for AI agents — Stripe checkout via Stripe. Never holds…
— ○ ⏳ — — — — — —
35426
zayedAlmansoori
LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU searc…
— ○ ⏳ — — — — — —
35427
Gabry848
cli-mcp Claim
Provides secure execution of terminal commands (PowerShell, CMD, shell) with co…
— ○ ⏳ — N/A N/A — — —
35428
parkavenue9639
Bridges Codex to external CLI coding agents for read-only code analysis and det…
— ○ ⏳ — N/A N/A — — —
35429
sirmews
mcp-upbank Claim
Enables querying Up Bank account transactions and spending habits through natur…
— ○ ⏳ — — — — — —
35430
famtong8-dev
Python MCP server for vector search using Qdrant vector database and Ollama emb…
— ○ ⏳ — — — — — —
35431
maxritter
pilot-shell Claim
How real engineers run Claude Code: spec-driven planning, enforced TDD, persist…
— ○ ⏳ — N/A N/A — — —
35432
Zerocreds-com
Vault MCP Claim
Enables LLM agents to securely use credentials like passwords and API keys with…
— ○ ⏳ — N/A N/A — — —
35433 — ○ ⏳ — N/A N/A — 95 —
35434
Yash-Kavaiya
Enables AI assistants to programmatically generate Lovable Build URLs to create…
— ○ ⏳ — N/A N/A — — —
35435
Vektor-Memory
Via Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
— ○ ⏳ — N/A N/A — — —
35436
mttrly-hq
mttrly Claim
AI-powered incident management and server monitoring via MCP.
— ○ ⏳ — — — — — —
35437
nexgendata-apify
Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind o…
— ○ ⏳ — — — — 81 —
35438
jaglanumangdeep
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
— ○ ⏳ — — — — — —
35439
DerWolk
mcp-infra Claim
An MCP server that provides tools for filesystem, database, web, system, and sh…
— ○ ⏳ — N/A N/A — — —
35440
baizo7
Enables AI assistants to fully control CapCut video editing projects, including…
— ○ ⏳ — N/A N/A — — —
35441
ChipBaskets
Provides six tools for LLM infrastructure: model recommendation, availability c…
— ○ ⏳ — — — — — —
35442
AriaShishegaran
kegg-mcp Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
— ○ ⏳ — — — — — —
35443
KeySlip Claim 1
Send and read one-time encrypted secrets with local encryption.
— ○ — N/A N/A — 81 —
35444
BugTraceAI
reconftw-mcp Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
— ○ ⏳ — N/A N/A — — —
35445
erikzrekz
Enables AI assistants to control a browser for web automation tasks like naviga…
— ○ ⏳ — N/A N/A — — —
35446
thefredlab
icloud-mcp Claim
Enables calendar management with iCloud through CalDAV, allowing users to list,…
— ○ ⏳ — — — — — —
35447
RevivrStudios
SpatialLens Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
— ○ ⏳ — N/A N/A — — —
35448
datavidence
Normalized US-GAAP financial statements & fundamentals from SEC EDGAR, as MCP t…
— ○ ⏳ — N/A N/A — — —
35449
kelvinsinferno
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
— ○ ⏳ — N/A N/A — — —
35450
softvoyagers
ogforge-api Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
— ○ ⏳ — — — — 81 —
Showing 35401–35450 of 69448 servers
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