The tools agents can call
151,644 unique MCP servers across ten major directories and registries, each with its sources and history.
Each server counts once, however many directories list it. Glama, PulseMCP and mcp.so listings arrive through MCP Toplist’s open dataset, used under CC BY 4.0. 13,995 listings from bulk publishers wait for review.
engine
cicicalex
No description in the directory listings.
Listed on MCP RegistryGlama+2 more
herald
btouchard
Stop copy-pasting between Claude Chat and Claude Code.
Listed on MCP RegistryGlama+2 more
ToolBench FHAL
deanward
HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models
Listed on MCP RegistryGlama+2 more
ToolBench Bamcharts5
amcharts
On-demand access to amCharts 5 docs, code examples, and API reference
Listed on MCP RegistryGlama+2 more
ToolBench Dduplicacy-mcp
geiserx
MCP server for Duplicacy — monitor backup status and Prometheus metrics
Listed on MCP RegistryGlama+2 more
ToolBench Drealhands - Real Desktop Computer Use
kanishka089
Lets Claude drive your REAL mouse, keyboard and screen - works in your own logged-in apps.
Listed on MCP RegistryGlama+2 more
Tickory MCP
tickory
Tickory MCP server for Binance scans, alert events, and explainability.
Listed on MCP RegistryGlama+2 more
ToolBench Fpolymarket-agent-mcp
demwick
Polymarket trading, market discovery, copy trading and backtesting — 48 MCP tools.
Listed on MCP RegistryGlama+2 more
ToolBench Dosmp
octid-io
Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any channel.
Listed on MCP RegistryGlama+2 more
ToolBench Crememb
luizedupp
Persistent memory for AI agents — local JSON, zero config, no server required.
Listed on MCP RegistryGlama+2 more- ToolBench F
quantoracle
fel123
73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.
Listed on MCP RegistryGlama+2 more
ToolBench Diota-mcp
qso-graph
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearby groups.
Listed on MCP RegistryGlama+2 more
Staticbot
bitfiction
Deploy websites, migrate app backends, and run continuous sync with explicit approval gates.
Listed on MCP RegistryGlama+2 more
ToolBench Dedict
sowiedu
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.
Listed on MCP RegistryGlama+2 more
ToolBench Fselenium-mcp
gaforov
Selenium MCP server for AI agents — 41 browser automation tools with snapshots and sessions.
Listed on MCP RegistryGlama+2 more
ToolBench Dflstudio-mcp
rosasynthesiz
Control FL Studio with Claude: in-DAW mixing, diagnosis, routing, and composition.
Listed on MCP RegistryGlama+2 more
ToolBench Csota-mcp
qso-graph
Summits on the Air MCP server. Summit lookup, spots, alerts, nearby summits.
Listed on MCP RegistryGlama+2 moreMem0 Memory Server
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessions to enhance context retention and recall. Integrate seamlessly with Mem0.ai's cloud or self-hosted Supabase storage for scalable and reliable memory management. Optimize your LLM applications with advanced filtering, semantic search, and flexible storage modes tailored to your needs.
Listed on SmitheryGlama+2 more
ToolBench CVeryChic Hotel Deals
jordantete
Unofficial read-only MCP server for VeryChic hotel offers
verychic_offer_detailsverychic_search_offersListed on MCP RegistryGlama+2 more
ToolBench DMCP Debug Recorder
oaslananka
Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.
Listed on MCP RegistryGlama+2 more
RelayShield Security Intelligence
nzdsf2-gif
Breach, SIM swap, infostealer, domain lookalikes, MCP registry risk, prompt-injection detection.
Listed on MCP RegistryGlama+2 more
B4n1Web
b4n1-com
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-platform.
Listed on MCP RegistryGlama+2 more
lynxprompt-mcp
geiserx
MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints
Listed on MCP RegistryGlama+2 more
ToolBench Dui-annotator-mcp
mcpware
Annotates any web page with hover labels for AI assistants — zero extensions, any browser
Listed on MCP RegistryGlama+2 more
Latest changes
Typed diffs between observations- Nimbus BCI Official MCP Registry server instructions changed (+"7) BYO model code: python.validate(script) statically checks a python_model class (fit/predict contract, no execution), then run it via execution.run with the code inline in the node config — desktop app only (isolated local worker).")
- com.talktoaleksandra/consultations Official MCP Registry server instructions changed (+"Single" +"minutes; double EUR 70 / 100" +"get_available_slots provides an interactive MCP Apps calendar in supporting clients.")
- SMB Compare Official MCP Registry server instructions changed (+"(SMB Compare)," +"(SME Compare)" +"(Merchant Compare).")
- Every MCP Official MCP Registry search_tools: description changed (+"Ordered by relevance, except that results with official_match true come first and results with has_public_source true come next. official_match is true when the query, ignoring the words mcp and server, is exactly the brand of the server's publisher namespace, exactly one publisher namespace in the search index has that brand, and the server is also one of the three closest matches by relevance; a server under that namespace that matches less closely keeps its place and has official_match false. The brand is the registered name of the domain the namespace names, such as linear for app.linear (linear.app); code-host namespaces such as io.github.* and namespaces beneath a shared host such as workers.dev have none. The registry requires proof of control of a domain to publish under it; we run no check of our own, and the flag says only that the domain carries the name searched for, not who operates the server. has_public_source is true when the record's repository URL is an owner/repo URL on github.com or gitlab.com that we link as source code, unless a check of GitHub within the last 7 days found that the github.com repository does not exist or is not public. No such check is made for gitlab.com. Within each group, a result whose publisher owns its GitHub repository, as checked within the last 7 days, moves up a little with the repository's stars, at most once per repository in a response, and moves down when the repository is archived.")
- Every MCP Official MCP Registry server instructions changed (+"Search results with official_match true come first, then those with has_public_source true, then the rest, each group in order of relevance. official_match is true when the query, ignoring the words mcp and server, is exactly the brand of the server's publisher namespace, exactly one publisher namespace in the search index has that brand, and the server is also one of the three closest matches by relevance; a server under that namespace that matches less closely keeps its place and has official_match false. The brand is the registered name of the domain the namespace names, such as linear for app.linear (linear.app); code-host namespaces such as io.github.* and namespaces beneath a shared host such as workers.dev have none. The registry requires proof of control of a domain to publish under it; we run no check of our own, and the flag says only that the domain carries the name searched for, not who operates the server. That is why domain_verified stays null. has_public_source is true when the record's repository URL is an owner/repo URL on github.com or gitlab.com that we link as source code, unless a check of GitHub within the last 7 days found that the github.com repository does not exist or is not public. No such check is made for gitlab.com. Within each group, a result whose publisher owns its GitHub repository, as checked within the last 7 days, moves up a little with the repository's stars, at most once per repository in a response, and moves down when the repository is archived. Unlike the verification fields neither flag is ever null. repository_public, repository_stars, repository_last_push and repository_archived in the verification object come from a daily check of GitHub. The last three are also null when the publisher does not own the GitHub repository, because another owner's stars say nothing about this record. For those three, ownership is GitHub's current owner: the io.github account itself, or for a domain namespace an owner whose profile website is on that domain. repository_public does not depend on ownership. publisher_owns_repository instead reads the repository URL as published, without asking GitHub, so it can disagree with the three signal fields when a repository has moved to another account since the URL was written, and it is null for a domain namespace.")
Coverage
- Directory listings
- 57,814
- Brands resolved
- 23,471
- On two or more hosts
- 5,358
- Remote MCP servers
- 26,364
- Tools listed by probe
- 10,281 servers
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