MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60551
dwin-gharibi
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
60552
parissharpe
Enables discovery and scoring of independent local businesses by inverting algo…
60553
sahmk-sa
sahmk-mcp Claim
Official MCP server for interacting with Saudi market data (Sahmk) via natural …
60554
darknoon
MCP Debugger Claim
Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
N/A N/A
60555
omdv
Provides an MCP server for Interactive Brokers trading operations, managing an …
60556
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
60557
axhlzy
Enables AI assistants to analyze and manipulate Unity IL2CPP applications via F…
60558
jools333
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
60559
luthfirizky777
tedt Claim
N/A N/A 95
60560
bit2beat
bitrix24-mcp Claim
MCP server that connects Claude to Bitrix24 — CRM, tasks, disk, calendar, chat,…
N/A N/A
60561
briandconnelly
Call OpenAI Codex from Claude Code for independent second opinions, structured …
N/A N/A
60562
prompt_thin
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
81
60563
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
60564
centkim177-debug
sex Claim
N/A N/A 95
60565
jeongho54
An MCP server that provides structural load and stability math (tipping, suppor…
60566
yesheng-oss
MCP server that connects AI clients to a browser extension for extracting artic…
N/A N/A
60567
target1m
TraderSpy Claim
AI crypto signals, whale positions, 19 technical indicators, derivatives, scree…
60568
calvarado2004
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
N/A N/A
60569
JayLathiaTR
Simulates a leave management workflow for employees and managers, including lea…
N/A N/A
60570
savidev1987
An MCP server implementation that integrates Claude/VS Code with Salesforce, en…
81
60571
GigRadar
Enables interaction with La Growth Machine (LGM) workspace via MCP, providing 2…
60572
yoursissu.me
isk-hub Claim
N/A N/A 95
60573
Kos-M
Tempus MCP Claim
Enables AI assistants to manage Toggl Track time entries, projects, and workspa…
60574
AbsoluteMode
Provides local, agentic semantic recall over Claude Code session history, enabl…
N/A N/A
60575
universal-mcp
Provides a standardized MCP interface for interacting with Shopify tools and se…
60576
shahriarshm
planchette Claim
Enables coding agents to control other application windows by providing primiti…
N/A N/A
60577
nic01asFr
Deploy QGIS in Docker as an MCP server, enabling AI assistants to perform spati…
60578
DCSTOLF
Harpyja Claim
A precision code-retrieval MCP server for coding agents working in large, legac…
N/A N/A
60579
gregpriday
An agentic memory system that enables AI assistants to store, search, and manag…
N/A N/A
60580
kdr
A server that provides tools for working with YouTube URLs, video IDs, and thum…
60581
Xenodocs
Fetches up-to-date, version-specific documentation and code examples for any li…
60582
MSrikar7
findata-mcp Claim
A Financial Data Quality and AI Inference Evaluation MCP server that provides t…
N/A N/A
60583
BradBissell
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
N/A N/A
60584
samerhasan
Exposes internal company services as LLM-callable MCP tools, enabling AI agents…
60585
Gerar12
Provides tools for El Salvador electronic invoicing (DTE), including IVA calcul…
N/A N/A
60586
madarco
Enables checking domain availability and registration prices across multiple TL…
60587
AlexSKorn
Query devices, check connectivity, and get network status from your Tailscale t…
N/A N/A
60588
nqrwhal
kef-mcp Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
60589
Cavinooo
claude-find Claim
Pull Deep Memory from across your Claude Code Sessions — when you need it.
N/A N/A
60590
asgard-ai-platform
mcp-cwa Claim
Provides read-only access to Taiwan's Central Weather Administration (CWA) Open…
60591
shellus
An MCP server that integrates Dify knowledge bases, enabling AI assistants to r…
60592
toddamerrill
NameIntel Claim
Score brand names across domain availability, USPTO trademark conflict, social …
60593
sac2665
A read-only MCP server for the Apex Rides API, deployed as a Cloudflare Worker,…
60594
Ar5en1c
MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giv…
N/A N/A
60595
prodkit-labs
A local-first FastAPI and MCP safety kit for turning internal HTTP APIs into co…
60596
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
N/A N/A
60597
pipeworx-io
DataCambridge MCP — Cambridge open data (data.cambridgema.gov, Socrata SODA API…
60598
jack-hack666
A three-layer funnel AI code review engine that reduces LLM token consumption b…
60599
Lamatic
@lamatic/mcp Claim
Unified MCP server combining dev, graph, docs, and kit tools for Lamatic.ai. En…
60600
elastic
Brings interactive blue-team security operations into AI hosts, enabling alert …
Showing 60551–60600 of 67286 servers