MCP Server Quality Scores

Independent quality analysis of 68784 public MCP servers

68784
Discovered
→
33563
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68501
jesee
Enables interaction with Elasticsearch clusters for health checks, index manage…
— ○ ⏳ — N/A N/A — — —
68502
madaoQ
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
— ○ ⏳ — — — — — —
68503
LegnaOS
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
— ○ ⏳ — N/A N/A — — —
68504
slidecraft-in
Presentations.AI MCP server — create designed slide decks from a topic, text, o…
— ○ ⏳ — — — — — —
68505
rickicode
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
— ○ ⏳ — N/A N/A — — —
68506
manh20051151
Provides real-time weather, forecasts, historical data, and air quality for AI …
— ○ ⏳ — N/A N/A — — —
68507
Heretek-RE
re-dotnet Claim
MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolve…
— ○ ⏳ — N/A N/A — — —
68508
FluentData
Fluent MCP Claim
Enables building MCP servers with embedded reasoning, allowing complex tasks to…
— ○ ⏳ — N/A N/A — — —
68509
chen-muxi
AI-SyncForge Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
— ○ ⏳ — — — — — —
68510
thunderbit-com
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
— ○ ⏳ — — — — — —
68511
laszlopere
Unit conversion and dimensional analysis backed by the bundled GNU units databa…
— ○ ⏳ — N/A N/A — — —
68512
govRosMedia
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
— ○ ⏳ — — — — — —
68513
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
— ○ ⏳ — — — — 81 —
68514
Mfrostbutter
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
— ○ ⏳ — — — — — —
68515
kdinisv
Enables AI agents to safely upgrade JavaScript and TypeScript projects through …
— ○ ⏳ — N/A N/A — — —
68516
HoukasaurusRex
MCP server that equips AI agents with dev workflow tools including GitHub proje…
— ○ ⏳ — N/A N/A — — —
68517
GitDro
Research and analysis toolkit offering real-time data access via MCP, including…
— ○ ⏳ — N/A N/A — — —
68518
jackccrawford
token-scout Claim
Discovers LLM models in real time from cloud providers and local Ollama instanc…
— ○ ⏳ — — — — — —
68519
huangzesen
NASA CDAWeb data access for heliophysics — browse observatories, inspect parame…
— ○ ⏳ — N/A N/A — — —
68520
NeelContractor
Enables users to track expenses by adding, listing, and summarizing them with c…
— ○ ⏳ — — — — — —
68521
bilalrana344
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
— ○ ⏳ — — — — 81 —
68522
sakthivelchan89
Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, a…
— ○ ⏳ — N/A N/A — 95 —
68523
mjojo
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
— ○ ⏳ — N/A N/A — — —
68524
berkcangumusisik
Runtime safety guardrails for AI coding agents. Checks file access, validates s…
— ○ ⏳ — N/A N/A — — —
68525
code-yeongyu
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
— ○ ⏳ — N/A N/A — — —
68526
zeng-andrew
Enables natural language control of test instruments like spectrum analyzers an…
— ○ ⏳ — N/A N/A — — —
68527
guilhermeoguri
MCP server to attach PDF status reports to file columns on Monday.com items.
— ○ ⏳ — — — — — —
68528
togethercomputer
Add the ability to execute/interpret code to your AI apps.
— ○ ⏳ — N/A N/A — 95 —
68529
Aiyo28
Xee-mcp Claim
Enables AI assistants to search X posts and read user timelines without API cos…
— ○ ⏳ — N/A N/A — — —
68530
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
— ○ ⏳ — N/A N/A — — —
68531
Neuratel-AI
Control your voice AI platform through natural language from any MCP-compatible…
— ○ ⏳ — — — — 81 —
68532
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
— ○ ⏳ — N/A N/A — 95 —
68533
jmpijll
A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and …
— ○ ⏳ — — — — — —
68534
btafoya
boxes-mcp Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
— ○ ⏳ — N/A N/A — — —
68535
dontuh3
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
— ○ ⏳ — — — — — —
68536
soongil.so9503
test-mcp Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
— ○ ⏳ — — — — 81 —
68537
jmagar
Synapse RMCP Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
— ○ ⏳ — N/A N/A — — —
68538
appfigures
Appfigures Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
— ○ ⏳ — N/A N/A — — —
68539
Matheus-Gama-deluna
Maestro Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
— ○ ⏳ — N/A N/A — — —
68540
goodwokdev
op-mcp Claim
Enables to manage 1Password resources including vaults, items, documents, users…
— ○ ⏳ — N/A N/A — — —
68541
yufei8807
mysql-mcp Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
— ○ ⏳ — N/A N/A — — —
68542
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
— ○ ⏳ — N/A N/A — 95 —
68543
zenskar
Enables natural language interaction with the Zenskar billing platform, coverin…
— ○ ⏳ — — — — — —
68544
petersenmatthew
An MCP server that gives desktop AI apps access to your Waterloo LEARN courses,…
— ○ ⏳ — N/A N/A — — —
68545
nguthrie
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
— ○ ⏳ — — — — — —
68546
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
— ○ ⏳ — — — — — —
68547
I-Fun
Enables deploying a remote MCP server without authentication on Cloudflare Work…
— ○ ⏳ — — — — — —
68548
huebnermarketing
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
— ○ ⏳ — N/A N/A — — —
68549
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
— ○ ⏳ — — — — 81 —
68550
IlyesTal
akyn-ai Claim
Turn any data source into an MCP server in 5 minutes. Build knowledge bases tha…
— ○ ⏳ — — — — — —
Showing 68501–68550 of 68784 servers