MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39851
Ishaan24687
Connects Claude Desktop to a healthcare claims database for natural-language an…
N/A N/A
39852
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
39853
thebrownproject
Enables AI agents to ingest documents, generate embeddings, and perform semanti…
N/A N/A
39854
MakarGlavanar
Enables AI coding agents to read and write WEEEK projects, boards, tasks, and c…
39855
dwightpeaster
A local-first MCP server that routes Littlebird daily context into structured O…
N/A N/A
39856
stigenai
A unified Docker container that runs Qdrant vector database and provides REST A…
39857
emmanueltsallis
econ-r-mcp Claim
econ-r-mcp is a local MCP server plus companion skill for reproducible applied …
N/A N/A
39858
TanvirIslam-BD
Enables secure file system operations (read, write, delete) and simulated comma…
N/A N/A
39859
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
39860
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A 95
39861
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
N/A N/A
39862
Quant-M2M
Server temporarily offline.
39863
8infinitelabs
scoreflow Claim
Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude C…
N/A N/A 95
39864
sanscdm
A FastMCP server for Bitbucket Cloud REST API that enables listing repositories…
N/A N/A
39865
daismond
Integrates with Google Tasks to allow listing, reading, searching, creating, up…
N/A N/A
39866
Simonoob
neovim-mcp Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
N/A N/A
39867
forgemeshlabs
Vendor-neutral MCP server that discovers, routes, and attributes revenue across…
N/A N/A
39868
dougdaley
Enables natural language interaction with Microsoft Dynamics 365 Finance & Oper…
N/A N/A
39869
beeswaxpat
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
39870
lucamarien
A secure MCP server for managing OPNsense firewalls through AI assistants. Prov…
N/A N/A
39871
futureofworktraining
Enables AI agents to verify orders in an ERP system through Supabase API, check…
N/A N/A
39872
akuttruff
Provides local LLMs with web search and page fetching capabilities via MCP, wit…
39873
moltizmo
Smriti Claim
Local-first persistent memory for AI agents via MCP, enabling semantic search a…
N/A N/A
39874
99rig
A Django MCP server that exposes tools and resources to AI agents using simple …
39875
vatnode
vatnode-mcp Claim
Official MCP server for **EU VAT validation** via the EU Commission's VIES serv…
39876
DizzyMii
Landlord Claim
An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
N/A N/A
39877
MyrikLD
komodo-mcp Claim
Manage Komodo DevOps platform resources (servers, containers, stacks, builds) d…
39878
bitjungle
VÆR Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
39879
mogoon
Enables comparing Korean EV charging fees across providers and discount cards t…
81
39880
jbwinters
Enables Claude to control tmux sessions, manage windows and panes, and search/e…
N/A N/A
39881
wendelinism
Enables LLMs to define Prolog facts and rules and execute queries via SWI-Prolo…
39882
CSOAI-ORG
muckaway-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39883 N/A N/A 95
39884
djtellado
nexus-legal Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
39885
geztio
Construction cost & project management: APU analysis, budgets, price lists, sit…
39886
jdtzmn
embecode Claim
Local-first MCP server for semantic + keyword hybrid code search. Zero external…
N/A N/A
39887
pipeworx-io
Enables querying GSA Per Diem rates for travel destinations, providing daily lo…
39888
toolsrdx-bot
gdrive-sa Claim
Enables Claude to search, list, and download files from any Google Drive folder…
39889
vinirz
MCP server that exposes a TODO list API to AI assistants, enabling natural lang…
N/A N/A
39890
valternunez
Refract Claim
MCP server for rendering responsive screenshots of URLs at multiple viewports. …
N/A N/A
39891
Pritish053
Provides image generation, modification, and analysis capabilities using Google…
39892
sandsaber
A universal MCP server for spawning agents with any OpenAI-compatible LLM, supp…
39893
loerei
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
N/A N/A
39894
BrianDeacon
An MCP server for Azure development and operations, enabling Cosmos DB queries,…
39895
JialiangFan
X-MCP 2.0 Claim
Enables users to interact with X/Twitter via Claude, allowing posting tweets, s…
39896
DasClown
MCP server that gives AI agents real-time German electricity price forecasts.
N/A N/A
39897
arunz3
servicenow Claim
Connects Claude Desktop directly to a ServiceNow instance for incident manageme…
N/A N/A
39898
Anthonyhudnall92
Enables AI clients to manage OpenStack clouds through tools for compute, networ…
N/A N/A
39899
maxmurphySF
Bridges AI models with the ARC enterprise framework, enabling documentation sea…
39900
leancoderkavy
Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
Showing 39851–39900 of 67181 servers
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