MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40351
elyxlz
Enables LLMs to read messages, discover channels, send messages, and monitor Di…
— ○ ⏳ — N/A N/A — — —
40352
ASGDeveloper
Enables searching through 1C:Enterprise configuration source code (XML+BSL) wit…
— ○ ⏳ — N/A N/A — — —
40353
Tdh25
A Model Context Protocol server for the CBS Open Data OData API, enabling AI as…
— ○ ⏳ — — — — — —
40354
Lee-Becky
mcp_test Claim
— ○ ⏳ — N/A N/A — 95 —
40355
visioneth
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
— ○ ⏳ — — — — — —
40356
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
— ○ ⏳ — — — — — —
40357
ambient-code
GPS Claim
Provides sub-millisecond access to organizational and engineering data by pre-m…
— ○ ⏳ — — — — — —
40358
cstillick
A money-in-politics knowledge graph, as an MCP server. It links entities across…
— ○ ⏳ — N/A N/A — — —
40359
iFurySt
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
— ○ ⏳ — N/A N/A — — —
40360
MIt9
MCP server for Silpo online supermarket: products, cart, delivery, recipes.
— ○ ⏳ — N/A N/A — 95 —
40361
compound-technologies
Summer Claim 1
Telehealth support for Claude, Codex and Cursor: investigate cases and connect …
— ○ ⏳ — — — — 67 —
40362
andrei-vintila
avemguvern Claim
Provides read-only access to the current government status of Romania via the g…
— ○ ⏳ — — — — — —
40363
LibreChat-AI
Provides 55 tools for managing QuickBooks entities like customers, invoices, an…
— ○ ⏳ — — — — — —
40364
hiromitsdm
cad-mcp Claim
MCP server that exposes CAD geometry reasoning over STEP files to LLMs, allowin…
— ○ ⏳ — N/A N/A — — —
40365
Apurv428
sarvam-tools Claim
An MCP server providing tools for speech-to-text, translation, language detecti…
— ○ ⏳ — N/A N/A — — —
40366
ai-mcp-garage
A standardized MCP server implementation that provides AI models with dynamic t…
— ○ ⏳ — — — — 81 —
40367
erikrubstein
monarch-mcp2 Claim
Unofficial MCP server for Monarch Money that exposes tools for managing account…
— ○ ⏳ — — — — — —
40368
jaspertvdm
Security through absurdity: transforms SQL injection and XSS attempts into harm…
— ○ ⏳ — — — — 81 —
40369
itsme-shawn
AlgoKit-mcp Claim
An MCP toolkit for algorithm learning that enables AI agents to search problems…
— ○ ⏳ — N/A N/A — — —
40370
wizenink
gst-mcp Claim
MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
— ○ ⏳ — N/A N/A — — —
40371
stablecoinxyz
A Model Context Protocol server that provides a secure wrapper around the Brale…
— ○ ⏳ — N/A N/A — — —
40372
hotkid61
Integrates Loopy's AI agent loop library with MCP-compatible clients like LM St…
— ○ ⏳ — N/A N/A — — —
40373
namasamsara-sys
Enables AI assistants to control and read data from TradingView Desktop, includ…
— ○ ⏳ — N/A N/A — — —
40374
rikachu225
An MCP server implementation that enables searching and retrieving research art…
— ○ ⏳ — — — — 81 —
40375
changyufei222
An MCP-compatible retrieval server that exposes your private FBBP knowledge bas…
— ○ ⏳ — N/A N/A — — —
40376
Guest Logic Claim 1
Hotel PMS: set up your property from your assistant, then read stays, rooms and…
— ○ — — — — 67 —
40377
wolog1
Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, …
— ○ ⏳ — N/A N/A — — —
40378
sgoley
Converts Quicken QIF files into a queryable DuckDB database and exposes financi…
— ○ ⏳ — N/A N/A — — —
40379
aserper
spark-mcp Claim
MCP server for the Spark Membership platform enabling class scheduling, booking…
— ○ ⏳ — — — — — —
40380
legnext-ai
HotAPI Docs Claim
Read-only HotAPI documentation: search integration guides and inspect OpenAPI o…
— ○ ⏳ — — — — — —
40381
cyanheads
Search and trace US federal rules across the Federal Register, eCFR, and Regula…
— ○ ⏳ — — — — — —
40382
mirceaion
Enables AI assistants to create, update, and query Redmine issues and projects …
— ○ ⏳ — N/A N/A — — —
40383
davidmosiah
fitbitmcp Claim
Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and …
— ○ ⏳ — N/A N/A — — —
40384
myheisenberg
Enables MySQL database operations through MCP, including executing SQL queries,…
— ○ ⏳ — — — — — —
40385
coolsheng
A local-first MCP server that stores meeting transcripts and maintains a search…
— ○ ⏳ — N/A N/A — — —
40386
yyinhsu
Provides tools for querying and managing Microsoft SQL Server databases, includ…
— ○ ⏳ — — — — — —
40387
mwaxman1
Provides social intelligence tools for AI agents to analyze competitor sentimen…
— ○ ⏳ — — — — — —
40388
JasonTulp
Integrates with Radarr and Sonarr to manage your media library, enabling search…
— ○ ⏳ — — — — — —
40389
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
— ○ — N/A N/A — 81 —
40390
lieberweiss
A secure MCP server for database access via FastMCP, supporting SQLite, Postgre…
— ○ ⏳ — — — — — —
40391
verifyax
VerifyAX MCP Claim
Enables conversational access to the VerifyAX agent-evaluation platform, exposi…
— ○ ⏳ — — — — — —
40392
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
— ○ — N/A N/A — 81 —
40393
cdnsteve
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
— ○ ⏳ — N/A N/A — 81 —
40394
echo-xianyu
Searches Danbooru for anime/game characters and their associated tags, providin…
— ○ ⏳ — — — — — —
40395
reanimatedead
edinet-mcp Claim
Lets AI assistants query normalized financial statements (P/L, B/S, C/F) of 3,6…
— ○ ⏳ — — — — — —
40396
everstake
mcp Claim
An MCP server for Everstake's non-custodial staking data across 130+ networks: …
— ○ ⏳ — — — — — —
40397
pfldy2850
Enables searching and retrieving metadata from OpenMetadata, including tables, …
— ○ ⏳ — — — — — —
40398
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
— ○ ⏳ — N/A N/A — — —
40399
beilunyang
Enables AI assistants to interact with WordPress blog systems for automated con…
— ○ ⏳ — — — — — —
40400
pipeworx-io
Enables querying and searching City of Tempe open geospatial datasets (parcels,…
— ○ ⏳ — — — — — —
Showing 40351–40400 of 69365 servers
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