MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61801
matthewlboyd
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
— ○ ⏳ — — — — — —
61802
goranocokoljic
Indexes codebases and lets AI agents retrieve precise code snippets (functions,…
— ○ ⏳ — — — — 81 —
61803
moondef
otel-mcp Claim
MCP server that gives AI agents access to your application's OpenTelemetry trac…
— ○ ⏳ — N/A N/A — — —
61804
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
— ○ ⏳ — N/A N/A — — —
61805
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
61806
WormAlien
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
— ○ ⏳ — N/A N/A — — —
61807
fastmcp-me
Enables building, running unit tests, and instrumented tests for Android projec…
— ○ ⏳ — N/A N/A — — —
61808
gacabartosz
ezd-puw-mcp Claim
MCP server for the EZD PUW electronic document management system of Polish publ…
— ○ ⏳ — — — — — —
61809
JZ3736
A mock MCP server that exposes protein structure prediction tools (submit, stat…
— ○ ⏳ — — — — — —
61810
covariance-network
ProductClank Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
— ○ ⏳ — — — — — —
61811
insung8150
An MCP server that provides web search and content fetching using real Chrome b…
— ○ ⏳ — N/A N/A — — —
61812
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
— ○ ⏳ — N/A N/A — — —
61813
quantumsoftwarelab
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
— ○ ⏳ — N/A N/A — — —
61814
christophejlegros-lgtm
Exposes a bio-hybrid neuromorphic simulation pipeline (SNN, consciousness proxi…
— ○ ⏳ — — — — — —
61815
mario-hernandez
Legacy MCP server for Google Search Console data, now superseded by the unified…
— ○ ⏳ — N/A N/A — — —
61816
benasbarciauskas
androir-mcp Claim
An MCP server that allows AI agents to drive real Android devices via adb, capt…
— ○ ⏳ — N/A N/A — — —
61817
Runware
Enables lightning fast image and video generation using the Runware API, with t…
— ○ ⏳ — — — — — —
61818
IsakRizell
scb-mcp Claim
Enables querying Statistics Sweden's statistical database via tools like naviga…
— ○ ⏳ — — — — — —
61819
kwenhwang
Provides real-time hydrological data from Korea's Flood Control Office via MCP …
— ○ ⏳ — — — — — —
61820
sespinosa
Provides tools for searching, controlling playback, and retrieving content from…
— ○ ⏳ — N/A N/A — — —
61821
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
— ○ ⏳ — N/A N/A — — —
61822
flejz
Enables remote access to the MemPalace MCP server via HTTP, supporting bearer t…
— ○ ⏳ — — — — — —
61823
GabrielBertoli
openclaw-mcp Claim
MCP server that integrates OpenClaw AI assistant with Claude Code, enabling cha…
— ○ ⏳ — N/A N/A — — —
61824
UniFuncs
Provides web search, content extraction, and deep research capabilities through…
— ○ ⏳ — — — — — —
61825
subzeroid
MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
— ○ ⏳ — — — — — —
61826
dawoodali-showpass
Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
— ○ ⏳ — — — — — —
61827
jrolstad
becu-mcp Claim
An MCP server that provides read-only access to your BECU accounts via browser …
— ○ ⏳ — N/A N/A — — —
61828
ericthered926
Provides web and news search via DuckDuckGo with support for region filtering, …
— ○ ⏳ — — — — — —
61829 — ○ ⏳ — N/A N/A — 95 —
61830
NaoNaoMe
Enables controlling multiple USBTMC (USB Test and Measurement Class) devices si…
— ○ ⏳ — N/A N/A — — —
61831
gabigabogabu
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
— ○ ⏳ — — — — — —
61832
craig248
ghl-mcp Claim
MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, p…
— ○ ⏳ — — — — — —
61833
openhoo
hoocal Claim
An AI-agent-managed calendar service with bidirectional Google Calendar and App…
— ○ ⏳ — — — — — —
61834
dddpaul
Reusable, read-only MCP server that exposes a repo's knowledge files (backlog d…
— ○ ⏳ — N/A N/A — — —
61835
Davidi18
An MCP server that enables AI agents to manage WordPress sites, including Eleme…
— ○ ⏳ — N/A N/A — — —
61836
ksturgeon-td
tdsql-mcp Claim
An MCP server that turns Teradata Vantage into a full-stack analytics agent pla…
— ○ ⏳ — — — — — —
61837
puran-water
Generate Control System Architecture (CSA) diagrams using PlantUML via the Mode…
— ○ ⏳ — N/A N/A — — —
61838
WebSurfinMurf
Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
— ○ ⏳ — — — — 81 —
61839
skeeved
wordle-mcp Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
— ○ ⏳ — N/A N/A — — —
61840
mcp Claim 2
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
— ○ — N/A N/A — 69 —
61841
klinikal
beanie-mcp Claim
An MCP server for querying Beancount ledgers using natural language, enabling f…
— ○ ⏳ — N/A N/A — — —
61842
pipeworx-io
Enables looking up HTTP status codes (100-599) with reason phrases, categories,…
— ○ ⏳ — — — — — —
61843
ManotLuijiu
Enables ERPNext management, file operations, read-only database access, and ERP…
— ○ ⏳ — — — — — —
61844
universal-mcp
Enables domain name checking and related services through a standardized MCP in…
— ○ ⏳ — — — — — —
61845
node2flow-th
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
— ○ ⏳ — — — — — —
61846
charlie-morrison
Aggregates Lemon Squeezy, Gumroad, Polar, and Stripe revenue into one Claude-qu…
— ○ ⏳ — N/A N/A — — —
61847
MicroMichaelIE
Enables searching and analyzing GitHub Copilot's conversation history stored lo…
— ○ ⏳ — N/A N/A — 95 —
61848
pipeworx-io
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
— ○ ⏳ — — — — — —
61849
paulf280-ui
Cabal-Hunter Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
— ○ ⏳ — — — — — —
61850
Boian
Enables interaction with Basecamp Classic (the original Basecamp) through its A…
— ○ ⏳ — — — — — —
Showing 61801–61850 of 69052 servers